{"UpdatedOn":"2025-10-09T22:24:05.976Z","Locale":"en","Labels":{"spatial_computing":{"Name":"Spatial Computing"},"spatial_computing.immersive_computing_ar_vr":{"Name":"Immersive Computing (AR/VR)","Description":"Enabling spatially aware, immersive experiences through robust solutions for creating, deploying, and analyzing real-time 3D experiences."},"spatial_computing.immersive_computing_ar_vr.3d_collaborative_design":{"Name":"3D Collaborative Design","Description":"Conventional collaboration methods slow teams down, just when they need to resolve problems quickly. 3D Collaborative Design solutions on AWS alleviate many inefficiencies in asynchronous remote environments by providing a shared digital environment, where people in different locations interact with virtual objects in near real-time. These solutions use augmented reality (AR) and virtual reality (VR) collaboration technology to create a virtual space for teams to communicate, speeding up innovation and increasing engagement."},"spatial_computing.immersive_computing_ar_vr.3d_e_commerce":{"Name":"3D E-commerce","Description":"Retailers face the challenge of meeting evolving consumer expectations while adapting to rapid digital transformation across the value chain. 3D E-Commerce solutions on AWS can help support this transformation with tools that improve customer insights, optimize operations, and enhance end-customer engagement. This innovation addresses key priorities including smart stores, digital commerce, intelligent supply chain, customer engagement, and merchandise planning, enabling retailers to stay competitive in the dynamic e-commerce landscape."},"engineering_construction_and_real_estate":{"Name":"Engineering, Construction and Real Estate"},"engineering_construction_and_real_estate.design_and_engineering":{"Name":"Design and Engineering","Description":"Solutions that help the Head of Engineering optimize productivity, collaboration, and execution of the architecture, design, and engineering of built assets."},"engineering_construction_and_real_estate.design_and_engineering.3d_scanning":{"Name":"3D Scanning","Description":"Laser scanning and photogrammetry help construction companies digitize their buildings, spaces, and infrastructure. With this information, these companies can verify on-site conditions and produce 3D models to support design, construction, and operations. With 3D Scanning solutions on AWS, companies can scan, ingest, store, and analyze photogrammetry and point cloud data. This data helps them better assess site conditions, verify dimensions, track construction progress, and create “as-built\" 3D models."},"small_and_medium_business":{"Name":"Small and Medium Business"},"small_and_medium_business.finance_1":{"Name":"Finance","Description":"Solutions to manage inventory, simplify bookkeeping and payroll, and provide business insights to reduce costs and grow your business."},"small_and_medium_business.finance_1.accounting":{"Name":"Accounting","Description":"As companies grow, they must incorporate integrated tools into accounting and operations processes to communicate finance information across stakeholders. Accounting solutions give small and medium size businesses access to integrated enterprise resource planning (ERP) suites, support for remote workforces, and machine learning for data analysis. These tools reduce the burden of month-end close, simplify revenue management, and improve staff productivity."},"travel_and_hospitality":{"Name":"Travel and Hospitality"},"travel_and_hospitality.optimize_core_operations":{"Name":"Optimize Core Operations","Description":"Solutions that enable the Chief Operations Officer to optimize workforces, ordering, inventory, deployment, operations, and maintenance while reducing cost and delighting the customer."},"travel_and_hospitality.optimize_core_operations.acquisition_and_forecasting":{"Name":"Acquisition and Forecasting","Description":"Companies in the travel and hospitality (T&H) industry are looking for tools to better forecast their needs and improve planning around resource acquisitions. Using Acquisition & Forecasting solutions on AWS, companies can better estimate the inventory, resources, and talent that they require so that they can operate efficiently at the right time and with the right tools. With these solutions, T&H companies can improve planning activities and facilitate service continuity, reducing waste and operational costs."},"insurance":{"Name":"Insurance"},"insurance.core_insurance_systems":{"Name":"Core insurance systems","Description":"A set of options--solutions (SI, AWS, and ISV) and services (ProServe and SIs)--for insurers to either modernize (e.g., refactor) or replace (with ISV solutions) one or more of their core platforms, including policy administration, billing, claims, underwriting, document managmenet, actuarial modeling, etc.). These platforms should run far more efficiently in the cloud than either legacy or \"modern\" (but not cloud-native) solutions, reducing costs and opening up product development and business model opportunities."},"insurance.core_insurance_systems.actuarial_systems":{"Name":"Actuarial Systems","Description":"For insurance companies, regulations that affect reserve and liquidity requirements in addition to the increasing frequency of perilous global events require complex modeling that taxes on-premise compute power. Using high performance computing (HPC) solutions on AWS, insurance companies can support complex modeling and simulation-based workloads and use cases. Life and non-life insurers use HPC on AWS for actuarial and catastrophe modeling as well as other areas such as pricing, reserving, valuation, trading, portfolio modeling, and hedging strategies."},"advertising_and_marketing":{"Name":"Advertising and Marketing"},"advertising_and_marketing.ad_platforms":{"Name":"Ad Platforms","Description":""},"advertising_and_marketing.ad_platforms.ad_supported_monetization":{"Name":"Ad Supported Monetization","Description":"In order to increase revenue, companies that own websites, mobile applications, and streaming TV platforms sell advertising on their platforms. These companies face privacy challenges caused by signal loss and work with tech stacks that don’t give them the data insights they seek. With Ad Supported Monetization solutions on AWS, companies can build a successful advertising business, including customer data and partner interoperability, ad decisioning platforms, and revenue analytics tools. These solutions provide what companies need to develop a future-proof, transparent ad tech stack to sell their advertising."},"automotive":{"Name":"Automotive"},"automotive.digital_customer_experience":{"Name":"Digital Customer Experience","Description":""},"automotive.digital_customer_experience.advertising_and_discovery":{"Name":"Advertising and Discovery","Description":"Automakers and retailers are reimagining the shopping and buying experience in response to changing consumer demands. Product Discovery and Pre-Sales solutions on AWS deliver end-to-end customer experiences that span from initial engagements on mobile devices through to the product showroom. These solutions support the customer's brand journey with digital innovation, developing new and relevant customer touchpoints that increase conversion using analytics and engagement tools."},"media_and_entertainment":{"Name":"Media and Entertainment"},"media_and_entertainment.monetization":{"Name":"Monetization","Description":"Solutions to help the COO drive revenue."},"media_and_entertainment.monetization.advertising_innovation":{"Name":"Advertising Innovation","Description":"Ad automation and optimization are critical for digital media environments across all endpoints to help ensure an ideal experience for consumers, as well as to maximize revenue. Advertising Innovation solutions on AWS help publishers effectively create ads throughout the pitch-to-pay process, from ad sales planning through to yield optimization. Ad publishers can deliver ads through targeting, ad insertion, and analytics, while providing innovating experiences."},"consumer_packaged_goods":{"Name":"Consumer Packaged Goods"},"consumer_packaged_goods.customer_engagement_and_marketing":{"Name":"Customer Engagement and Marketing","Description":"Solutions to help the Chief Marketing Officer improve marketing efficiency and consumer loyalty through augmented insights, advertising optimization, and AI-driven personalization."},"consumer_packaged_goods.customer_engagement_and_marketing.advertising_optimization_and_insights":{"Name":"Advertising Optimization and Insights","Description":"Chief Marketing Officers in the consumer packaged goods (CPG) industry often have trouble managing expenses across social media, television, out-of-home, and retail media networks. Advertising Optimization & Insights solutions gives marketers the ability to compare the effectiveness and value of their advertising spend. This helps them to create an effective and optimal media mix, and acquire loyal customers with high customer lifetime value."},"supply_chain":{"Name":"Supply Chain"},"supply_chain.operations_and_automation":{"Name":"Operations and Automation","Description":"Solutions to help the CSCO improve their supply chain operational abilities to execute plans flawlessly at speed and scale. by providing capabilities for Inbound Materials Handling, Warehouse Operations,  Transport Operations, and After-sales Service operations"},"supply_chain.operations_and_automation.aftermarket_service_parts_management":{"Name":"Aftermarket Service Parts Management","Description":"Manufacturing companies and third-party maintenance, repair and overhaul (MRO) service providers must balance costs and service levels in their aftermarket parts operations. They must track parts as they are distributed, serviced, returned, repaired, and reinstalled. Companies that can manage this complexity have the opportunity to gain a high margin revenue stream from existing customers. Aftermarket Service Parts Management solutions on AWS predict demand, recommend optimal stocking levels at the least cost, and rebalance spares across the multi-echelon service network to meet part fill-rate and system up-time objectives."},"retail":{"Name":"Retail"},"retail.smart_stores":{"Name":"Smart Stores","Description":"Solutions to help the SVP of Store Operations reinvent their channels with next generation  in-store solutions that transform, modernize, and enable unified retail customer experience."},"retail.smart_stores.age_verification":{"Name":"Age Verification","Description":"Retailers are embedding automation for a faster checkout, through systems like self-checkout and online checkout. However, they still need a reliable way to handle age verification for age-restricted products. Age Verification solutions on AWS incorporate secure and dependable tools to verify a buyer’s age before they move forward with their purchase. These solutions help retailers maintain compliance with age regulations while also reducing overall costs for checkout systems."},"customer_experience":{"Name":"Customer Experience"},"customer_experience.customer_service_and_contact_center":{"Name":"Customer Service and Contact Center","Description":"Companies aim to build strong and long-lasting relationships with their customers as they engage with them in an informed, responsive, personalized and consistent way across all their interactions. With AWS customer engagement solutions companies across all industries can build the right data structures and use the right technologies to enable touch points of interaction between a company and its customers or prospects.  As they implement the right strategies they can implement use cases such as real-time notifications, personalized content recommendations and omnichannel journey orchestration."},"customer_experience.customer_service_and_contact_center.agent_productivity_and_empowerment":{"Name":"Agent Productivity and Empowerment","Description":"Customer service agents often have to work across multiple systems and interfaces without enough information about the customer or case at the moment of service. This lack of empowerment for the agents makes it challenging to provide a great customer experience in an efficient manner. Agent Productivity and Empowerment solutions on AWS automates agent tasks across multiples systems with a single UI. These solutions provide an all-in-one artificial intelligence and machine learning contact center, equipping agents with one UI across multiple channels. They can authenticate and view customer information, handle calls, chats, tasks, and other cases. It also provides automated agent assistance and knowledge management tools to help them work more efficiently while they increase their productivity."},"machine_learning_ai_ml":{"Name":"Machine Learning (AI/ML)"},"machine_learning_ai_ml.ml_ops_code_and_devops":{"Name":"ML Ops (Code and DevOps)","Description":"Solutions designed to combine ML with DevOps practices to streamline the development, deployment and managemenent of machine learning models in production environments ensuring scalability, reliability, and efficiency."},"machine_learning_ai_ml.ml_ops_code_and_devops.ai_for_dev_and_devops":{"Name":"AI for Dev and DevOps","Description":"Artificial Intelligence (AI) is quickly becoming integrated into many enterprise environments. Managing these production-level AI systems with best practices, proper architecture, redundancy, and scalability is a necesary step to ensure performance at scale. Reliabilty, ease of operation, and maintainabilty are increased when implementing the proper development operations standards."},"machine_learning_ai_ml.language_understanding":{"Name":"Language Understanding","Description":"Solutions designed to easily add intelligence to their AI applications through pre-trained APIs for speech, transcription, translation, text analysis, and chatbot functionality."},"machine_learning_ai_ml.language_understanding.ai_for_marketing":{"Name":"AI for Marketing","Description":"Artificial Intelligence (AI) brings significant benefits to the marketing function by enabling the creation of highly personalized and targeted content at scale. Additionally, generative AI can analyze vast amounts of data to uncover valuable insights, identify trends, and optimize marketing strategies accordingly. This technology can automate repetitive tasks, freeing up marketers to focus on more strategic initiatives. Overall, artificial intelligence enhances creativity, efficiency, and data-driven decision-making in marketing, leading to more effective campaigns and better engagement with customers."},"security_identity_and_compliance":{"Name":"Security, Identity and Compliance"},"security_identity_and_compliance.ai_security":{"Name":"AI Security","Description":"This Solution Area contains use cases for security AI Workloads."},"security_identity_and_compliance.ai_security.ai_security_posture_management":{"Name":"AI Security Posture Management","Description":"Organizations face challenges in maintaining secure configurations, compliance, and ethical guidelines for their AI/ML systems and workflows. AI Security Posture Management Solutions on AWS provide visibility and control over the security of AI/ML systems, enabling discovery, monitoring, risk assessment, and enforcement of security policies. This helps organizations ensure secure AI workloads, maintain compliance, and implement ethical AI practices, improving overall security posture and trust in AI systems."},"hi_tech_electronics_and_semiconductor":{"Name":"Hi-Tech Electronics and Semiconductor"},"hi_tech_electronics_and_semiconductor.smart_connected_products":{"Name":"Smart Connected Products","Description":"Solutions to help the Head of Products  reduce time-to-market, optimize cost vs customer experience that scales with demand, manage security and privacy risks, and bring new smart products & services to market at a fraction of the cost."},"hi_tech_electronics_and_semiconductor.smart_connected_products.ai_training_for_smart_products":{"Name":"AI Training for Smart Products","Description":"Hi-Tech companies that create artificial intelligence and machine learning (AI/ML)-powered smart products are seeking tools for easier development. Tasks such as data collection and continuous product feature enhancements are important for these companies, but they introduce challenges like maintaining data security and integrity from various sources and scaling compute and storage resources. AI Training for Smart Products solutions on AWS provide companies with a secure and flexible multi-tenant training environment on AWS to support development and training for their smart products."},"storage":{"Name":"Storage"},"storage.specialized_applications_and_advanced_processing":{"Name":"Specialized Applications and Advanced Processing","Description":"High Performance Computing and advanced storage for enterprise applications."},"storage.specialized_applications_and_advanced_processing.ai_ml_storage":{"Name":"AI/ML Storage","Description":"Handling large volumes of data for AI and ML workloads can be challenging with traditional storage systems, affecting processing speed and model accuracy. AI/ML Storage solutions on AWS provide scalable and high-speed storage tailored to these demanding workloads. These solutions enhance data processing, improve model training times, and support more accurate results, empowering businesses to derive deeper insights from their AI/ML initiatives."},"resilience":{"Name":"Resilience"},"resilience.observability":{"Name":"Observability","Description":""},"resilience.observability.alert_management":{"Name":"Alert Management","Description":"Alert Management enables you to focus on the critical incidents that impact uptime and availability by reducing alerts to the most relevant anomalies. Predictability in anomaly detection leverages machine learning to find outliers and prevent harm to your system before an incident occurs. Use these resilience solutions to enhance your alert management capabilities."},"capital_markets":{"Name":"Capital Markets"},"capital_markets.financial_data_risk_and_research":{"Name":"Financial Data, Risk, and Research","Description":"Solutions to help heads of Market data simplify connectivity and accelerate the journey from data receipt to derived insight."},"capital_markets.financial_data_risk_and_research.alternative_data":{"Name":"Alternative Data","Description":"Financial services institutions are leveraging alternative data in their investment processes and business strategies. Alternative data solutions on AWS provide institutions with data sources including ESG data, consumer spending data, satellite imagery, social media data, and more that financial institutions can use to develop new investment opportunities."},"justice_and_public_safety":{"Name":"Justice and Public Safety"},"justice_and_public_safety.corrections":{"Name":"Corrections","Description":"Corrections solutions include the management of people and facilities associated with corrections and rehabilitation. It is not just about inmate incarceration, but also about safety, communication, education, healthcare, and connection for incarcerated individuals to improve rehabilitation and decrease recidivism."},"justice_and_public_safety.corrections.alternatives_to_incarceration":{"Name":"Alternatives to Incarceration","Description":"In the past, there were few alternatives to sending someone into the correctional system for minor or non-violent infractions. But due to improvements in remote communications and data sharing through Alternatives to Incarceration solutions on AWS, there are now more choices. These solutions help to give offenders the ability to avoid incarceration while providing the justice system with appropriate oversight, helping create better opportunities for those with the infraction and reducing cost for the justice system."},"advertising_and_marketing.ad_intelligence_and_measurement":{"Name":"Ad Intelligence and Measurement","Description":"Solutions to enable the VP Media for Brand to reduce time setting up analytics infrastructure, analyze distributed data in privacy-safe workspaces, and enrich audience data."},"advertising_and_marketing.ad_intelligence_and_measurement.amazon_ads_insights":{"Name":"Amazon Ads Insights","Description":"Advertisers and agencies want to use AWS to improve performance and understanding of their campaigns running on Amazon Ads. Amazon Ads Insights solutions make it simple for analysts and business users to visualize Amazon Ads campaign reports and audience insights within their own applications and AWS environments, and reduce implementation time when configuring AWS services to query Amazon Ads APIs. Advertisers and agencies can use these solutions to analyze data sets on advertising channels such as video, audio, display, and sponsored ads to gain a holistic and in-depth understanding of the customer journey."},"primary_and_secondary_education_k_12":{"Name":"Primary and Secondary Education (K-12)"},"primary_and_secondary_education_k_12.information_systems":{"Name":"Information Systems","Description":"Solutions to help the Accountability or Program Evaluation Director in using data to gain insights into student academic progress, in using data at the leadership level to quickly answer questions around programs and funding, and in making data accessible to all constituencies including educators, students, and parents."},"primary_and_secondary_education_k_12.information_systems.analytics":{"Name":"Analytics","Description":"Data is a powerful tool for unlocking insights about academic progress. With the right tools, schools and local education agencies could share data-backed requests for programs and funding and make this data accessible to stakeholders such as educators, students, and parents. Analytics solutions on AWS simplify how decision makers and stakeholders consume knowledge from increasingly siloed institutional data. These solutions harness artificial intelligence and machine learning (AI/ML) to process and analyze data, increasing visibility while also maintaining governance and security."},"enterprise_resource_planning":{"Name":"Enterprise Resource Planning"},"enterprise_resource_planning.business_insights":{"Name":"Business Insights","Description":"Solution to help the Chief Data Officer integrate ERP data with unstructured data, get insight out of the combined data, and establish data compliance and retention standards ."},"enterprise_resource_planning.business_insights.analytics_and_insights":{"Name":"Analytics and Insights","Description":"SAP customers need business insights in real-time to react to business changes and leverage untapped business opportunities. They also need modern, cloud native solutions to shift from overnight data processing to real-time analytics. This solution provides a pathway for customers to build analytics solutions with SAP Data and Business Logic Extraction using a combination of Amazon Simple Storage Service (Amazon S3), Amazon Redshift, and Amazon QuickSight."},"banking":{"Name":"Banking"},"banking.fraud_and_financial_crimes_prevention":{"Name":"Fraud and Financial Crimes Prevention","Description":"Solutions to help Chief Compliance officer comply with AML regulations by improving precision and accuracy in identity verification, monitor suspicious transactions and detect fraud."},"banking.fraud_and_financial_crimes_prevention.anti_money_laundering_and_know_your_customer":{"Name":"Anti-Money Laundering and Know Your Customer","Description":"Criminals continue to evolve in using modern technology to conduct fraudulent transactions. But legacy technology, monolithic applications, and outdated systems for fraud detection and transaction monitoring impede the ability of banks to comply with regulations and combat fraud. Plus, global regulations are increasing the pressure on banks to improve compliance with anti-money laundering (AML). To address the need to analyze large volumes of data in near real-time, banks today can use cloud-based accelerators and integrated partner solutions to improve fraud detection and ultimately achieve AML compliance."},"new_to_aws":{"Name":"New to AWS"},"new_to_aws.develop_and_deploy_cloud_applications":{"Name":"Develop and Deploy Cloud Applications","Description":"This solution area has solutions to help new customers to AWS develop and deploy new applications."},"new_to_aws.develop_and_deploy_cloud_applications.application_performance_monitoring":{"Name":"Application Performance Monitoring","Description":"When your applications experience downtime, it can cause severe impact to your business and customers. Application Performance Monitoring solutions on AWS use advanced analytics and machine learning to provide insight into the health and performance of your applications. These solutions help deliver high-quality insights while also supporting your modern, distributed architectures, so you can quickly respond to performance issues and optimize costs."},"capabilities":{"Name":"Capabilities"},"capabilities.security":{"Name":"Security","Description":"Solutions to enable a Security Architect to design and implement security tools, controls, and processes to protect their resources and data from internal or external vulnerabilities and threats."},"capabilities.security.application_security":{"Name":"Application Security","Description":"Protecting application software and detecting irregular behavior in your applications are critical in a secure cloud environment. Use the Application Security capability to enforce a fine-grained security policy across your workloads to secure and protect your applications."},"new_to_aws.develop_and_deploy_cloud_applications.application_testing":{"Name":"Application Testing","Description":"It can be challenging for application developers to know issues that impact quality or bottlenecks in their applications that prevent them from scaling. Application Testing solutions on AWS automate software applications testing and help you identify issues at scale and at load. Better architect your applications to provide your customers a better user experience and identify potential issues before their release."},"media_and_entertainment.media_supply_chain_and_archive":{"Name":"Media Supply Chain and Archive","Description":"The set of media functions that accelerates, scales, and streamlines the process of ingesting, orchestrating, metadata indexing, transforming, processing, localizing, packaging, delivering, and archiving audio and video content. The focus in enabling end-to-end cloud-based workflows for content packaged for broadcast television (live, scripted, and non-scripted), direct-to-consumer streaming (AVoD, SVoD), movies/theatrical release, audio broadcast and streaming (radio, music, podcasts), as well as publishing (websites, blogs, periodicals)."},"media_and_entertainment.media_supply_chain_and_archive.archive_migration":{"Name":"Archive Migration","Description":"Legacy content archives are typically stored on linear-tape-open (LTO), digital video, audio tapes, or on-premises hard drives, which are cold storage options with long retrieval times. Archive Migration solutions on AWS accelerate the migration of on-premises archives by reducing migration friction with digitization, partner tape extract services, content management and licensing, and project management. Moving your archives to the cloud and indexing the content with artificial intelligence (AI) and machine learning (ML) enables you to better manage and monetize legacy content."},"consumer_packaged_goods.manufacturing_and_product_development":{"Name":"Manufacturing and Product Development","Description":"Solutions to help the VP of Research & Development accelerate time to market by modernizing R&D infrastructure, increasing virtual testing, and reducing development cycles."},"consumer_packaged_goods.manufacturing_and_product_development.asset_maintenance_and_reliability":{"Name":"Asset Maintenance and Reliability","Description":"Manufacturing and process engineers need simplified access to data in order to analyze and reduce machine downtime. With Asset Maintenance & Reliability solutions on AWS, teams can capture, analyze, and visualize the disparate plant data needed to detect production problems before they occur. These solutions can help engineers optimize the manufacturing process, improve yield, and drive down the costs of goods sold."},"agriculture":{"Name":"Agriculture"},"agriculture.grain_produce_and_protein_processing":{"Name":"Grain, Produce and Protein Processing","Description":"Solutions to enable the Head of Manufacturing to streamline their processing operations, ensuring food safety, quality control, and optimal resource utilization leading to increased productivity, reduced waste and improved traceability."},"agriculture.grain_produce_and_protein_processing.asset_maintenance_and_reliability_1":{"Name":"Asset Maintenance and Reliability","Description":"Agri-food manufacturers are searching for ways to improve the availability and efficiency of their machines. Using Asset Maintenance & Reliability solutions on AWS, manufacturers can analyze a range of insights using data pulled from systems across their business. With these solutions in place, these companies can improve machine availability by automating key workflows for asset management, such as placing maintenance work orders or procuring replacement parts."},"aerospace_and_satellite":{"Name":"Aerospace and Satellite"},"aerospace_and_satellite.manufacturing_1":{"Name":"Manufacturing","Description":""},"aerospace_and_satellite.manufacturing_1.asset_maintenance_and_reliability_2":{"Name":"Asset Maintenance and Reliability","Description":"Aerospace companies are facing unprecedented demand as production rates from aircraft original equipment manufacturers (OEMs) accelerate. At the same time, defense platforms are moving into full-rate production, and the space ecosystem is growing rapidly. This means aerospace manufacturers can’t afford downtime due to unplanned failures or ineffective maintenance strategies. Asset Maintenance & Reliability solutions on AWS can help companies overcome common barriers such as equipment outages and worker safety by providing early and accurate warnings on impending failures by deploying artificial intelligence and machine learning (AI/ML). These solutions help to extend the useful life of assets, reduce emissions, and prevent asset, system, and process failures."},"internet_of_things_iot":{"Name":"Internet of Things (IoT)"},"internet_of_things_iot.smart_consumer_commercial_products":{"Name":"Smart Consumer & Commercial Products","Description":"IoT use case for the VP of Product Development that connect help them connect everyday consumer and commercial products to deliver enhanced user experiences, automation, and intelligent management of devices across home, office, and enterprise environments."},"internet_of_things_iot.smart_consumer_commercial_products.asset_management":{"Name":"Asset Management","Description":"Managing physical assets through manual systems can be inefficient and often prone to errors. Companies can now use IoT devices to capture asset data and enrich this data with artificial intelligence, location information, and automation. Asset Management solutions enable companies to manage, monitor, and track industrial and enterprise IoT-enabled assets, generate insights, and improve their operational efficiencies by providing timely alerts and notifications to the maintenance crew."},"supply_chain.visibility_and_control":{"Name":"Visibility and Control","Description":"Solutions to enable CSCO leverage cloud-based interconnected enterprise data to develop real time multi-party visibility across the supply chain network."},"supply_chain.visibility_and_control.asset_tracking_and_network_optimization":{"Name":"Asset Tracking and Network Optimization","Description":"Optimizing the use of assets or cargo in a supply chain is dependent on the ability to track them. Advances in cloud-based environments, the Internet of Things (IoT), and artificial intelligence and machine learning (AI/ML) are making it easier to track assets throughout the value chain. Asset Tracking & Network Optimization solutions on AWS are harnessing those advancements. These solutions improve efficiency of transportation operations, optimize asset utilization, and prescribe recommendations to improve the overall network, allowing supply chain operators to proactively react in real-time."},"advertising_and_marketing.ad_intelligence_and_measurement.audience_segmentation_and_targeting":{"Name":"Audience Segmentation and Targeting","Description":"Advertising and marketing data scientists need to understand customer behavior, predict purchase intent, and model audience segments to drive personalized experiences across channels. With Audience Segmentation and Targeting solutions, you can apply cloud-based analytics and machine learning to reduce time spent on data engineering and pre-processing, and improve model accuracy and price-performance for scaled data volumes."},"spatial_computing.immersive_computing_ar_vr.augmented_training_and_assist":{"Name":"Augmented Training and Assist","Description":"Once hired, personnel must quickly onboard to address critical tasks of varying complexity. Augmented Training and Assist solutions on AWS help businesses build interactive augmented reality (AR) and virtual reality (VR) simulations that mimic real-world situations, decreasing onboarding time and increasing training engagement. These solutions reduce injury risk, improve decision-making skills, and extend into real-life tasks. By providing virtual guardrails, personnel can achieve results faster and with more precision, enhancing overall workforce performance and safety."},"new_to_aws.develop_and_deploy_cloud_applications.automated_code_release_pipeline":{"Name":"Automated Code Release Pipeline","Description":"Traditional code release management can be manual, error-prone, and time consuming. Automate your code release management with Automated Code Release Pipeline solutions on AWS for continuous integration and continuous delivery (CI/CD). Leverage these solutions to create and manage the workflow made of up of the different stages of your release process such as build, test, and deploy. CI/CD is a great place to start on AWS and introduces agile best practices to help you reduce risk, innovate faster and collaborate efficiently by automating application development and delivery."},"retail.advanced_data_insights":{"Name":"Advanced Data Insights","Description":"Solutions to help the SVP of Analytics to gain better customer and operational  insights by consolidating data silos and using ML to enable functions like demand forecasting, price optimization, and dynamic pricing."},"retail.advanced_data_insights.automated_language_translation":{"Name":"Automated Language Translation","Description":"Fast and scalable content localization for accurately translating and adapting seller content for multicultural customers.  With Amazon Translate, we enable eCommerce / marketplace retailers to translate millions of product titles, descriptions, and interactions efficiently and accurately between customers and sellers."},"telecommunications":{"Name":"Telecommunications"},"telecommunications.customer_experience_reimagined":{"Name":"Customer Experience Reimagined","Description":""},"telecommunications.customer_experience_reimagined.b2b_omnichannel_contact_center_as_a_service_ccaas":{"Name":"B2B Omnichannel Contact Center as a Service (CCaaS)","Description":"Telecom operators are seeking to resell omnichannel contact center solutions that use Amazon Connect to their enterprise customers. This solution, known as contact center as a service (CCaaS), opens AWS Marketplace as a resale channel and accelerates and simplifies the go-to-market process."},"charities_and_membership":{"Name":"Charities and Membership"},"charities_and_membership.it_optimization":{"Name":"IT Optimization","Description":""},"charities_and_membership.it_optimization.backup_and_disaster_recovery":{"Name":"Backup and Disaster Recovery","Description":"When disasters arise, it's essential for nonprofit organizations to keep their operations—from fundraising to mission delivery to employee and volunteer systems—up and running with a strong business continuity solution. Using Backup & Disaster Recovery solutions on AWS, nonprofit organizations can prepare for virtually any contingency by ensuring an efficient, uninterrupted flow of data. These solutions empower nonprofits to build scalable, durable, and secure data-protection systems that will help them stay compliant and ready to make a difference."},"credit_unions":{"Name":"Credit Unions"},"credit_unions.core_banking":{"Name":"Core Banking","Description":"Solutions to help Chief Executive/Digital Officer to modernize legacy core infrastructure to be more agile and innovate in offering new products to members."},"credit_unions.core_banking.backup_and_disaster_recovery_1":{"Name":"Backup and Disaster Recovery","Description":"When disasters rise, it's essential for credit unions to keep their operations up and running with a strong business continuity solution. Using Backup & Disaster Recovery solutions, credit unions can prepare for virtually any contingency by ensuring an efficient, uninterrupted flow of data. These solutions not only provide credit unions with a robust business continuity plan for core banking systems, but for all of their business-critical systems."},"resilience.disaster_recovery":{"Name":"Disaster Recovery","Description":"A disaster is an event that causes a serious negative impact on your business. Disaster recovery is the process of preparing for and recovering from such events.  This response must be based on your organization's business objectives which specify your workload's strategy for avoiding loss of data, known as the Recovery Point Objective (RPO), and reducing downtime where your workload is not available for use, known as the Recovery Time Objective (RTO). Disaster Recovery solutions provide organizations proven ways to maintain business continuity in the face of uncertainty."},"resilience.disaster_recovery.backup_and_restore":{"Name":"Backup and Restore","Description":"The exponential growth of data worldwide makes managing backups more difficult than ever before. While the cloud offers great scalability, building cloud-enabled backup solutions requires careful consideration of existing IT investments, recovery objectives, and resources. Use these resilience solutions to make backing up and restoring your data easier after a failure."},"new_to_aws.optimize_it_operations":{"Name":"Optimize IT Operations","Description":"This solution area has a set of solutions that helps the CIO Optimize IT Operations"},"new_to_aws.optimize_it_operations.backup_and_restore_1":{"Name":"Backup and Restore","Description":"Data loss due to human error or on-premises system failures can cause significant negative impacts to businesses. However, traditional backup and restore solutions can be inefficient and ineffective in supporting on-premises and Cloud workloads comprehensively. Backup & Restore solutions on AWS can make data backup and restore easier, faster, and more operationally efficient. You can protect your data from data loss events such as application errors, disasters, on-premises system failures, or accidental deletion. You can back up data from on-premises infrastructure in addition to any new workloads you plan to deploy on AWS."},"storage.data_protection_security":{"Name":"Data Protection & Security","Description":"Data integrity and comprehensive backup and recovery strategies"},"storage.data_protection_security.backup_and_restore_2":{"Name":"Backup and Restore","Description":""},"automations":{"Name":"Automations"},"automations.low_code_no_code":{"Name":"Low Code No Code","Description":""},"automations.low_code_no_code.banking_app_development_automations":{"Name":"Banking App Development Automations","Description":"Banks and financial institutions know that customers enjoy utilizing modern apps to enhance and support their banking experience. Banking App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. With these solutions, banking institutions can provide users with an enriched customer experience and drive increased customer satisfaction."},"resilience.high_availability_continuity_of_operations":{"Name":"High Availability & Continuity of Operations","Description":""},"resilience.high_availability_continuity_of_operations.batch_workloads":{"Name":"Batch Workloads","Description":"When an impairment to a batch workload occurs, customers must failover the workload to continue meeting resilience requirements and operational quotas. However, customers must understand the state of the batch flow before failover to avoid restarting the entire process. Batch Workload solutions on AWS provide the tools and best practices to help customers failover their batch workloads from a point in time, so they can meet recovery time objective (RTO) and recovery point objective (RPO) requirements despite potential impairments."},"sustainability":{"Name":"Sustainability"},"sustainability.energy_transition":{"Name":"Energy Transition","Description":"Energy transition refers to the shift from fossil-based systems of energy production & consumption (e.g. oil, natural gas and coal) to renewable energy sources (e.g. wind, solar, lithium-ion batteries, etc.) in an effort to reduce greenhouse gas emissions. Key drivers of energy transition are 1/ decarbonizing electricity- use of low-carbon/net zero energy sources to produce electricity; 2/ electrification- replacing technologies or processes that use fossil fuels, like internal combustion engines and gas boilers, with electrically-powered equivalents, such as electric vehicles or heat pumps; 3/ accelerated adoption of energy efficiency measures"},"sustainability.energy_transition.battery_performance_management":{"Name":"Battery Performance Management","Description":"Monitoring the health and performance of batteries, such as electric vehicle batteries, requires appropriate monitoring and analytics. This can be achieved through a battery digital twin, a virtual representation that mirrors the physical characteristics, behavior, and performance of a battery while the battery is in use. Battery Performance Management solutions on AWS provide insights into battery performance through digital twin, machine learning, and analytics services to monitor battery condition, extend EV lifespan, and predict issues like lithium plating or thermal runaway."},"games_1":{"Name":"Games"},"games_1.cloud_game_development":{"Name":"Cloud Game Development","Description":"Solutions to enable the Chief Technology Officer to create flexible, remote studios and deploy GPU-powered workstations allowing artists and designers to work on multiple large files in the cloud."},"games_1.cloud_game_development.build_and_render_pipelines":{"Name":"Build and Render Pipelines","Description":"Game development teams need highly scalable and highly available pipelines to meet their growing production demands. With Build and Render Pipeline solutions on AWS, development teams can build, test, and publish game versions that leverage managed elastic resources to scale on-demand as builds are initiated. By implementing these solutions, organizations can reduce time spent on game build processes."},"engineering_construction_and_real_estate.design_and_engineering.building_information_modeling":{"Name":"Building Information Modeling","Description":"To successfully deliver on construction projects, companies need better visualization and coordination of building systems in addition to improved analysis and simulation of building performance. Building Information Modeling solutions on AWS provides a common platform for collaboration and communication, leading to more efficient building design, construction, and operations. With better collaboration among stakeholders (such as architects, contractors, and facility managers), you can improve cost estimation, schedule management, and quality control, while also supporting asset management and facility maintenance."},"databases":{"Name":"Databases"},"databases.migration_and_modernization":{"Name":"Migration and Modernization","Description":"Solutions to enable the Chief Technology Officer to stay competitive, improve performance, and unlock new capabilities by transitioning from legacy database systems to modern, cloud-based solutions."},"databases.migration_and_modernization.building_modern_applications":{"Name":"Building Modern Applications","Description":"Aligning application code with database code is critical when building data-driven applications. Use a synchronized, version-based approach to keep both application and database code aligned during development. Enable your team to apply the industry best practices of continuous integration and continuous delivery (CI/CD) to your databases the same way they apply them to your applications to ensure your applications and data deliver the optimum experience."},"retail.advanced_data_insights.business_intelligence_and_analytics":{"Name":"Business Intelligence and Analytics","Description":"Retail organizations need to make sense of terabytes of data to understand their shopper behavior, store environment, and supply chain operations. Business Intelligence and Analytics solutions on AWS enable retailers to build a next-generation intelligence and insight engine using machine learning to help differentiate their brand, influence customer actions, and increase revenue."},"small_and_medium_business.it_and_digital_transformation":{"Name":"IT and Digital Transformation","Description":"Solutions that are essential and empower IT growth and modernization"},"small_and_medium_business.it_and_digital_transformation.business_process_automation":{"Name":"Business Process Automation","Description":"Boost productivity and reduce operating costs through automation of manual, repetitive tasks. As your business expands, it's crucial to streamline time-consuming processes like document processing, localization, and regional compliance to keep up with the growth. Business Process Automation solutions on AWS enable you to efficiently identify anomalies, address challenges, and pinpoint root causes on a large scale."},"automations.process_intelligence":{"Name":"Process Intelligence","Description":"Solutions enabling the Head of Automations to deepen understanding of business processes, identify opportunities for optimization, and drive process improvement—including on premise & on cloud process assessment on AWS."},"automations.process_intelligence.business_process_discovery_mining_and_analysis_automations":{"Name":"Business Process Discovery, Mining and Analysis Automations","Description":"Business operations leaders know it is essential to simplify and reduce the time, expense, and errors involved with evaluating their organizational internal processes. Business Process Discovery, Mining, and Analysis Automations on AWS can help reduce business process operational costs and data throughput time by automatically identifying deviations and bottlenecks in a system. With these solutions, organizations can create more efficient data paths across multichannel customer interactions by automating process analyses from event logs and ultimately reducing the time it takes for process discovery."},"customer_experience.customer_service_and_contact_center.call_center_analytics":{"Name":"Call Center Analytics","Description":"Once your contact center is launched, it is essential to optimize and innovate your customer's experience to retain their trust. The Analytics & Insights solutions on AWS turn your data into action to help you strengthen your customer relationships. With near real-time and historical analytics, these solutions help you understand metrics and gather insights, so you can make data-driven decisions and reach your business targets. Forecast, plan, and schedule your agents by predicting contact volumes with high accuracy, determine ideal staffing levels, and optimize agent schedules. You can also use these solutions to automatically monitor and classify the general sentiment of calls, trends, and compliance of conversations through conversational analytics, all powered by machine learning."},"retail.intelligent_supply_chain":{"Name":"Intelligent Supply Chain","Description":"Solutions to help the SVP of Supply Chain optimize supply chain and customer return capabilities through  improved demand planning & forecasting, warehouse management, robotics,  logistics, track and trace, and provide supply chain insights."},"retail.intelligent_supply_chain.carbon_accounting":{"Name":"Carbon Accounting","Description":"Consumers are demanding that the places they shop focus on sustainability, fair trade, and social responsibility. As a result, a retailer needs the ability to track their carbon footprint—the total greenhouse gas emissions from the supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"consumer_packaged_goods.supply_chain":{"Name":"Supply Chain","Description":"Solutions to help the VP of Supply Chain strengthen supply chain resiliency and agility through improved forecasting, inventory optimization, and multi-channel distribution."},"consumer_packaged_goods.supply_chain.carbon_accounting_1":{"Name":"Carbon Accounting","Description":"Consumers are demanding a focus on sustainability, fair trade, and social responsibility from the brands they buy, so consumer goods companies need to be able to track their carbon footprint — the total greenhouse gas emissions from their supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"sustainability.esg_reporting_insights":{"Name":"ESG Reporting & Insights","Description":"Detailed accounting of GHG emissions and other environmental impacts, assessment of social impact performance, and assessment of corporate governance for the purpose of disclosures and regular reporting consistent with established Environmental, Social & Governance (ESG) frameworks. Deriving insights from available structured and unstructured ESG data to support decision making (e.g. ESG investing, sustainable procurement)."},"sustainability.esg_reporting_insights.carbon_accounting_2":{"Name":"Carbon Accounting","Description":"Organizations in every industry are working to track greenhouse gas emissions (GHG), demonstrate progress toward their sustainability targets, and achieve regulatory compliance. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"hi_tech_electronics_and_semiconductor.new_product_development":{"Name":"New Product Development","Description":"New Product Development: Hi Tech customers are looking for easier ways to accelerated the development of, and increase revenues from, intelligent connected products. These products offer HiTech customers new revenue streams, enable rapid experimentation, and allow product companies to pivot to more service-oriented and scalable business models.  For example, these product companies are looking to capture value with new business models like product-as-a-service, where the customer benefits from the new service efficiencies to the product-as-a-service model in which the manufacturer retains ownership and takes full responsibility for the costs of product operation and service in return for an ongoing charge. Product-as-a-service also enables companies to appeal to a wider range of consumers, with tailored product experiences and varying average selling prices (ASPs). Customers might pay as they go, rather than up front, and have more choices on levels of product capabilities and corresponding costs. Here, the value of product performance improvements that reduce operating cost (such as better energy efficiency) and service efficiencies are captured by the manufacturer. Such models could be experimented with AWS easily and customers could innovate with new products and business models more efficiently.  Execution approach would involve Partnering with select Platform providers/APNs to enable Intelligent Connected Product Companies to launch new smart connected products faster."},"hi_tech_electronics_and_semiconductor.new_product_development.carbon_accounting_for_electronic_assemblies":{"Name":"Carbon Accounting for Electronic Assemblies","Description":"Companies designing printed circuit boards (PCBs) often struggle with performing carbon accounting during the product design phases. Traditionally, life cycle assessment (LCA) is conducted after the PCB has been manufactured, impacting time to market and product budget. Carbon Accounting for Electronic Assemblies solutions on AWS enable PCB engineering teams to shift the carbon accounting effort earlier, during the design cycle, by mapping PCB design data with known scope 3 sustainability data from validated LCA sources. This leads to the optimization of the carbon footprint before manufacturing commences, helping customers realize significant cost and time savings, meet greenhouse gas (GHG) emissions standards, and deliver environmentally compliant products on the first pass. With these solutions, organizations can streamline tracking, reporting, and optimization of GHG emission data during the product design cycles, aggregate product carbon footprint with corporate reporting requirements, and optimize their climate impact strategies."},"agriculture.sustainability_2":{"Name":"Sustainability","Description":"Solutions to help the CSO track, report, and reduce greenhouse gas emissions from operations and value networks; includes net-zero or deep decarbonization, as well as incremental or moderate emissions reductions."},"agriculture.sustainability_2.carbon_tracking":{"Name":"Carbon Tracking","Description":"Agricultural companies are moving quickly to build products that help producers and processors track and improve their environmental footprints, because sustainability presents an emerging opportunity across the agri-food supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"justice_and_public_safety.court":{"Name":"Court","Description":"These solutions enable courts to conduct their daily missions and build resiliency and scalability for the justice system."},"justice_and_public_safety.court.case_management_systems":{"Name":"Case Management Systems","Description":"Courts have traditionally used outdated systems for core case management functions, relying on these systems from initiation to post-deposition. However, these systems are often monolithic, expensive, and require manual data entry, making the data collection process prone to mistakes. With the Case Management Systems on AWS, courts can streamline case processing, enable easier data integration with other systems, and improve the justice process for all parties."},"public_finance":{"Name":"Public Finance"},"public_finance.central_banks_and_financial_regulators":{"Name":"Central Banks and Financial Regulators","Description":"Central Banks (CB) worldwide are investing in digital currencies to support them in the mission of ensuring and protecting financial stability. Also, CBs have been increasingly adopting digital tools and services to interact with customers, a tend accelerated by the adoption of the Digital Assets. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving CBs to implement fraud detection solutions. AWS Cloud offers capabilities to implement Digital Assets solutions which provide a number of benefits for CBs in managing and facilitating the creation and distribution of digital currencies all under the regulatory compliance and supervision requirements."},"public_finance.central_banks_and_financial_regulators.central_bank_digital_currency_cbdc":{"Name":"Central Bank Digital Currency (CBDC)","Description":"Central banks are investigating the potential of central bank digital currencies (CBDC) to support them in protecting financial and monetary stability. Organizations need to understand the different technology requirements of a multi-functional digital currency, while also meeting current monetary requirements and taking advantage of data analytics and machine learning advancements. Central Banks solutions on AWS can help with these efforts by offering CBDC objectives and architectural considerations, technology options, performance criteria, and design implementation best practices and simulations."},"new_to_aws.improve_security_posture":{"Name":"Improve Security Posture","Description":"This solution area contains solutions to help the CISO secure their AWS and on premises environments from cyber threats."},"new_to_aws.improve_security_posture.centralized_security_management":{"Name":"Centralized Security Management","Description":"Keeping your organization secure and compliant can be a challenge, given the hundreds of alerts that security tools produce every day. Gaining an overall view of your security posture requires manual effort to analyze, identify, and aggregate critical security issues. Centralized Security Management solutions on AWS provide a single comprehensive view of your security posture by automatically bringing together security alerts. You can run and fully automate compliance checks based on industry standards and launch workflows to remediate affected accounts."},"capabilities.governance_risk_and_compliance":{"Name":"Governance, Risk and Compliance","Description":"Solutions to enable a Cloud Architect to meet security and compliance requirements and define the overall policies for their cloud environment."},"capabilities.governance_risk_and_compliance.change_management":{"Name":"Change Management","Description":"Although change is inevitable, risk to your infrastructure during alterations should not be. Track changes in your cloud environment in a predictable, organized manner with the Change Management capability. Minimize risk by ensuring that changes occur within a defined scope for your infrastructure and workloads."},"resilience.testing":{"Name":"Testing","Description":"Solutions that enable a Cloud Architect to continuously measure and test their workload performance against their resilience goals."},"resilience.testing.chaos_engineering":{"Name":"Chaos Engineering","Description":"Organizations seeking to build more resilient systems can use chaos engineering, a practice to proactively discover weaknesses through controlled experiments. Chaos Engineering solutions on AWS enable customers to systematically inject failure across software development lifecycle environments to verify system behavior and uncover potential issues before they impact the business. This approach helps organizations build systems that can better withstand turbulent conditions, thus reducing costly outages over time, improving mean time to recovery, and improving service reliability."},"retail.customer_engagement_and_marketing_1":{"Name":"Customer Engagement and Marketing","Description":"Solutions to help the CMO consolidate customer data to generate unique personalized experiences and effective offers that increase attract and retain customers."},"retail.customer_engagement_and_marketing_1.chatbots_virtual_assistants":{"Name":"Chatbots & Virtual Assistants","Description":"Online shoppers often lack the same access to expert product opinions as they would have while shopping in person, potentially resulting in lost sales for retailers. Chatbots & Virtual Assistants solutions on AWS help retailers create AI-generated chatbots and virtual assistants to provide shoppers with answers and product recommendations. This approach increases sales, reduces product returns, and minimizes labor costs for retailers."},"machine_learning_ai_ml.language_understanding.chatbots_and_virtual_assistants":{"Name":"Chatbots and Virtual Assistants","Description":"Chatbots and virtual assistants offer interactive help that makes it easy to monitor, operate, and troubleshoot within your customer channels. Receive alerts, retrieve diagnostic information, configure resources, initiate workflows, and receive AI-based recommendations. It becomes easier for your team to stay updated, collaborate, and respond quickly to incidents, security alerts, and customers."},"retail.smart_stores.checkout":{"Name":"Checkout","Description":"Retailers today are seeking innovative ways to streamline the checkout experience in their physical stores, making it faster and more frictionless for customers. With Checkout solutions on AWS, retailers can leverage a variety of approaches that make the checkout experience easier and more efficient, helping customers save valuable time. These solutions eliminate the need to wait in long checkout lines, providing a convenient shopping experience."},"sustainability.sustainable_value_chain":{"Name":"Sustainable Value Chain","Description":"Sustainable Value Chain encompasses aspects of 1) Traceability: the ability to follow materials and products as they move along the value chain and establish provenance; 2) Transparency: Improving the flow of primary sustainability data (relevant energy and material inputs, environmental releases, supplier sourcing practices, labor practices, governance, manufacturing processes, and logistics) up and down the value chain; and 3) Circular Economy: Design and manufacture of products based on principles of eliminating waste and pollution, circulating products and materials (at their highest value), and regenerating nature 4) Reach: the ability to influence life-cycle performance up and down the value chain (e.g. Tier-N supplier performance, after-sale consumer behavior). This use case includes multiple-impact category LCAs."},"sustainability.sustainable_value_chain.circular_supply_chain":{"Name":"Circular Supply Chain","Description":"Digital supply chains aim to gather data on individual products and their components and share it across entire value chains. This enables all actors, including consumers, to better understand the materials and products they use and their intrinsic environmental impact. By using Circular Supply Chain solutions on AWS, companies can more easily gather product information about sourcing, sustainable devices, and development to help them design goods that can be recycled or repurposed. By using these solutions to track materials and the associated properties, organizations can accelerate the transition to a circular economy, increase visibility, and promote more sustainable consumer choices."},"retail.customer_engagement_and_marketing_1.clienteling":{"Name":"Clienteling","Description":"Shoppers are looking to retailers to know their needs and provide them with the right products. Clienteling solutions can assist associates in establishing a customer relationship and providing insightful recommendations, leading to greater customer satisfaction and sales."},"healthcare":{"Name":"Healthcare"},"healthcare.clinical_systems":{"Name":"Clinical Systems","Description":""},"healthcare.clinical_systems.clinical_information_systems":{"Name":"Clinical Information Systems","Description":"Reliable clinical systems, like Electronic Health Records (EHR) and Medical Imaging, are the foundations of patient-centric care and arm providers with insights and tools to improve health outcomes. Clinical Information Systems solutions on AWS help clinical teams to aggregate, store, manage, and transmit healthcare data across the entire continuum of care to optimize costs, improve core processes, and empower clinicians with the right data at the right time."},"security_identity_and_compliance.infrastructure_security":{"Name":"Infrastructure Security","Description":"This solution area offers solutions that help customers protect their network from unauthorized access and attacks."},"security_identity_and_compliance.infrastructure_security.cloud_access_security_broker_casb":{"Name":"Cloud Access Security Broker (CASB)","Description":"As organizations adopt cloud services, they face challenges in maintaining visibility, controlling data movement, and ensuring compliance with security policies. Cloud Access Security Broker (CASB) Solutions on AWS provide visibility into cloud service usage, enforce data protection policies, and offer threat prevention capabilities. These solutions help organizations secure cloud service adoption, protect sensitive data, and maintain regulatory compliance while leveraging the benefits of the cloud."},"charities_and_membership.cloud_fundamentals":{"Name":"Cloud Fundamentals","Description":"Solutions to enable the Chief Technical Officer/Chief Information Officer to rapidly innovate with technology while helping reduce the IT management burden to increase their reach and impact."},"charities_and_membership.cloud_fundamentals.cloud_call_center":{"Name":"Cloud Call Center","Description":"Donors, members, clients, and volunteers expect to get fast, accurate information when they contact a nonprofit by phone. Additionally, callers need to be connected to the right person or resource to address their needs. By adopting Cloud Call Center solutions on AWS, nonprofits can connect callers with the right information faster and better serve their needs. Using advanced technologies, like chatbots, nonprofits can also reduce the time that staff and volunteers spend answering calls."},"new_to_aws.optimize_it_operations.cloud_cost_optimization":{"Name":"Cloud Cost Optimization","Description":"Optimizing your cloud usage helps you avoid unnecessary charges and more efficiently provision resources. Without taking the time to optimize resources, you may incur cloud costs that could have been avoided, such as costs for running a compute or database instance at times when the instance is not in use. Cloud Cost Optimization solutions on AWS help you save costs by only running cloud services when they’re in use or by using the most cost-effective options."},"new_to_aws.gain_insights_with_analytics":{"Name":"Gain Insights with Analytics","Description":"This solution area has solutions for use cases related to Analytics, Machine Learning and Databases for new customers to AWS."},"new_to_aws.gain_insights_with_analytics.cloud_data_lakes":{"Name":"Cloud Data Lakes","Description":"Customers who are new to AWS want more value from their data. But they face challenges with their growing data volume and the increasingly diverse types of data that have to be used securely by many in their organization. The traditional on-premises solutions are expensive and do not scale well. Whereas a data lake is a flexible, secure repository that helps customers govern, discover, share, and analyze structured data (such as Excel files or web form results) and unstructured data (like text or video files) at any scale. The Cloud Data Lakes solutions on AWS addresses the inherent challenges to building, securing, and managing data lakes. These solutions help customers build data lakes quickly, simplify security management, and provide self-service access to those who need it."},"new_to_aws.gain_insights_with_analytics.cloud_data_warehousing":{"Name":"Cloud Data Warehousing","Description":"In the past, building and running a data warehouse was complicated and expensive.  If you are new to AWS, you can accelerate your time to insights by using Cloud Data Warehousing solutions to combine data from disparate sources and harness the full power of your data securely at scale to store, query, report, analyze, and visualize business data."},"new_to_aws.establish_foundational_environment":{"Name":"Establish Foundational Environment","Description":"This solution area contains solutions to help new customers to AWS setup a foundational cloud environment"},"new_to_aws.establish_foundational_environment.cloud_environment_setup":{"Name":"Cloud Environment Setup","Description":"The first step to getting started on AWS is establishing a cloud foundation to deploy your workloads. But doing so requires making a number of decisions across multiple areas. The Cloud Environment Setup solutions on AWS provide you with a guided path to quickly get your cloud environment up and running, while minimizing the number of decisions you need to make. These solutions walk you through the steps to build a cloud environment on AWS that is secure, resilient, scalable, and automated across multiple accounts, helping you quickly and securely deploy workloads across a centrally governed environment."},"capabilities.finance":{"Name":"Finance","Description":""},"capabilities.finance.cloud_financial_management":{"Name":"Cloud Financial Management","Description":"Establishing visibility and usage analysis through spend dashboards, spend limits, chargebacks, anomaly detection and response, allows customers to identify opportunities to optimize expenses for cloud services. Customers can allocate current costs, plan and forecast future spend with the Cloud Financial Management capability. This enables customers to track, notify, and apply cost optimization techniques across their environment."},"security_identity_and_compliance.identity_and_access_management":{"Name":"Identity and Access Management","Description":"Solutions to enable a Security Lead to implement, govern, and audit access and continually refine toward least privilege."},"security_identity_and_compliance.identity_and_access_management.cloud_infrastructure_entitlements_management_ciem":{"Name":"Cloud Infrastructure Entitlements Management (CIEM)","Description":"As organizations migrate to the cloud, managing access permissions and entitlements across cloud environments is important. Cloud Infrastructure Entitlements Management (CIEM) Solutions on AWS provide visibility into who can access what resources, detect anomalous behaviors, and automate the remediation of excessive permissions, helping organizations enforce least-privilege policies and enhance security posture."},"aerospace_and_satellite.manufacturing_1.cloud_manufacturing_execution_system_mes":{"Name":"Cloud Manufacturing Execution System (MES)","Description":"With a growing emphasis on agility and cost optimization, aerospace manufacturers need a manageable, scalable solution to digitize shop floor operations. Manufacturers can improve efficiency, productivity, and enable transparency across supply chains with the Cloud Manufacturing Execution System (MES) solutions on AWS. These are flexible, easy to configure cloud-based solutions to suit a variety of manufacturing needs, delivering near real-time visibility and actionable insights."},"small_and_medium_business.it_and_digital_transformation.cloud_migration":{"Name":"Cloud Migration","Description":"Small businesses that wish to migrate applications to the cloud need processes and tools that are simple to deploy. Businesses extract value from AWS and partner solutions that build the business case, lay out a migration road map, reduce application cutover time, and accelerate and bundle the migration of hundreds of instances and applications."},"migration_and_modernization":{"Name":"Migration and Modernization"},"migration_and_modernization.migration_planning":{"Name":"Migration Planning","Description":"Solutions to help the CIO determine how to approach migration"},"migration_and_modernization.migration_planning.cloud_migration_planning":{"Name":"Cloud Migration Planning","Description":"When migrating workloads to the cloud, companies must contend with data and interdependencies from interconnected systems, such as data centers, servers, and devices. They need a cloud migration strategy to group and manage these systems without losing or duplicating data. Cloud Migration Planning solutions on AWS centrally collect and manage server and application inventory data. This helps companies maintain control of the migration progress for their IT portfolio, so they can better assess, plan, and track migrations to the cloud."},"small_and_medium_business.it_and_digital_transformation.cloud_operations_governance_and_best_practices":{"Name":"Cloud Operations, Governance and Best Practices","Description":"Small businesses are seeking to prepare their cloud environments for production workloads while reducing potential risks.  Solutions from AWS and our partners help companies follow best practices, lower administration burden, and adhere to compliance and regulation requirements."},"security_identity_and_compliance.governance_risk_compliance":{"Name":"Governance, Risk, & Compliance","Description":"Solutions to enable a Security Lead to automate processes, continuously oversee the compliance posture, and automatically collect evidence to improve their audit readiness and ongoing *near* real time internal reporting and monitoring."},"security_identity_and_compliance.governance_risk_compliance.cloud_security_posture_management":{"Name":"Cloud Security Posture Management","Description":"Cloud Security Posture Management (CSPM) provides continuous monitoring and assessment of cloud security risks and compliance. This includes automated discovery of cloud resources, security configuration analysis, and compliance monitoring against industry standards. CSPM helps organizations maintain secure configurations and meet regulatory requirements across their cloud infrastructure."},"media_and_entertainment.content_production":{"Name":"Content Production","Description":""},"media_and_entertainment.content_production.cloud_studio_remote_access_and_storage":{"Name":"Cloud Studio, Remote Access and Storage","Description":"Managing enterprise virtual desktop environments, assigning users to workstations, accessing workstations through high-performance pixel streaming, and scaling storage needs for specific workloads pose challenges for studios, content creators, and creative service providers. Cloud Studio, Remote Access and Storage solutions on AWS enable customers to build and manage studio environments in the cloud, providing scalability and remote access capabilities. These solutions offer enhanced productivity and cost-efficiency for creative professionals and service providers."},"security_identity_and_compliance.governance_risk_compliance.cloud_workload_protection_platform_cwpp":{"Name":"Cloud Workload Protection Platform (CWPP)","Description":"Organizations want to secure cloud workloads across multiple environments while maintaining compliance. Cloud Workload Protection Platform (CWPP) Solutions on AWS provide comprehensive security for virtual machines, containers, and serverless functions, including vulnerability management, runtime protection, and compliance monitoring. This helps organizations protect workloads and meet security and compliance requirements across cloud environments."},"insurance.core_insurance_systems.cloud_based_core_systems":{"Name":"Cloud-Based Core Systems","Description":"Insurance companies are seeking to reduce their reliance on fragile, inefficient legacy skillsets and outdated infrastructure. Using Core Modernization solutions on AWS, insurers combine modern infrastructure, architecture, and organizational patterns in the cloud. As a result, insurance companies work toward operational excellence by maximizing resiliency, engineering efficiency, and business agility."},"research_1":{"Name":"Research"},"research_1.fair_equitable_and_open_data":{"Name":"Fair, Equitable and Open Data","Description":"Solutions to enable the Chief Strategy Officer to aggregate data from various sources to create a cohesive view and also optimize and augment data for the cloud, so that researchers can spend more time analyzing data, and less time acquiring it."},"research_1.fair_equitable_and_open_data.cloud_optimized_datasets":{"Name":"Cloud-Optimized Datasets","Description":"Data acquisition for nonprofit research studies can take months or even years. Often, the data a researcher seeks already exists. By hosting datasets on the cloud, researchers can share and gain access to data from other researchers in similar fields. Cloud-Optimized Datasets solutions on AWS help researchers at nonprofit organizations spend more time on meaningful data analysis rather than data acquisition. With these solutions, researchers can find and augment existing data, freeing up their time to focus on outcomes."},"research":{"Name":"Research"},"research.open_and_fair_data":{"Name":"Open and FAIR Data","Description":"Solutions which enable Researchers to draw on public and other accessible datasets from across the world in order to support their ongoing research projects. Data and correlation are a key facet of understanding and proving reliable outcomes."},"research.open_and_fair_data.cloud_optimized_research_datasets":{"Name":"Cloud-Optimized Research Datasets","Description":"Research studies often involve data acquisition that can span several months or even years. However, the required data is often already available. By hosting datasets on the cloud, researchers can access and share data with others in their respective fields. Cloud-Optimized Research Datasets solutions on AWS offer researchers more time to focus on meaningful data analysis rather than data acquisition. With these solutions, researchers can easily find and augment existing data, freeing up their time to concentrate on achieving outcomes."},"automations.continuous_planning":{"Name":"Continuous Planning","Description":""},"automations.continuous_planning.commercial_revenue_planning_automations":{"Name":"Commercial Revenue Planning Automations","Description":"Business leaders know that price, promotion, product-mix, channel, and consumer demand remain the top drivers of revenue. Commercial Revenue Planning Automations on AWS can help improve staff productivity by reducing the time required for what-if planning and driving cost savings by helping to reduce promotions costs. Using these solutions, businesses can support their revenue growth by optimizing commercial investment allocations, increasing trade promotion effectiveness, and improving forecast accuracy."},"engineering_construction_and_real_estate.design_and_engineering.common_data_environment":{"Name":"Common Data Environment","Description":"Construction and engineering teams are often limited by inefficient productivity infrastructure and find themselves reworking projects due to poor data and miscommunication. Common Data Environment solutions on AWS help teams improve collaboration, resource utilization, and productivity by consolidating project data into a resilient, scalable, and cost-optimized environment. With these solutions, construction and engineering organizations can reduce rework, improve coordination between team members, and gather better project planning and optimization insights."},"capital_markets.trade_lifecycle":{"Name":"Trade Lifecycle","Description":"Solutions to leverage the scalability of the cloud to support pre-trade, at-trade, and post-trade workflows."},"capital_markets.trade_lifecycle.communications_surveillance":{"Name":"Communications Surveillance","Description":"Financial services institutions are confronting many challenges across their communications surveillance programs, from difficulties with capacity allocation to a lack of agility due to legacy infrastructure. Communications Surveillance solutions on AWS help financial services institutions streamline capacity with cloud-based solutions that capture a variety of communication data formats. Archiving, supervision, and e-discovery processes are simplified with machine learning and data analytics, enabling institutions to focus on innovation, growth, and delivering communications compliance."},"games_1.player_acquisition_engagement_and_monetization":{"Name":"Player Acquisition, Engagement, and Monetization","Description":"Solutions to enable the VP of Publishing to optimize player acquisition, retain engaged players, and drive monetization strategies that deepen player relationships."},"games_1.player_acquisition_engagement_and_monetization.community_management_and_growth":{"Name":"Community Management and Growth","Description":"Games today are increasingly becoming online worlds where gamers meet, create, share, and chat with each other. This dynamic experience provides value for players, but also creates opportunity for disruption from negative actors. Community Management and Growth solutions on AWS offers help game developers create safer, more inclusive environments, fostering positive and engaging in-game communities, leading to improved player retention, loyal fan base, and brand reputation."},"research.complex_data_analysis":{"Name":"Complex Data Analysis","Description":"Cluster Technologies with provide the CIO and Researchers options to perform large-scale complex computing in the cloud on a near instant basis."},"research.complex_data_analysis.complex_analytics":{"Name":"Complex Analytics","Description":"Research organizations often face uncertainty when predicting how much data their work will produce. They must also consider what compute resources they will need to run the complex analytics that use that data. Complex Analytics solutions on AWS can help leaders support their evolving compute needs to deliver their mission. These solutions scale with demand, so leaders can provide the right number of resources to researchers as soon as they need them."},"aerospace_and_satellite.engineering_research_and_development":{"Name":"Engineering, Research and Development","Description":"Solutions to enable the VP of R&D to plan and engineer the next-generation of space missions, re-imagine space systems, quickly turn data into actionable information, accelerate innovation, and realize mission success."},"aerospace_and_satellite.engineering_research_and_development.computational_fluid_dynamics_cfd_for_aircraft_design":{"Name":"Computational Fluid Dynamics (CFD) for Aircraft Design","Description":"Aerospace companies want to accelerate their product development lifecycles. Developing aerospace products can take more than a decade, from gathering requirements at the start of the process to producing the aircraft. This process includes understanding performance of aerospace computational fluid dynamics (CFD) within the aircraft. Aerospace Computational Fluid Dynamics solutions on AWS incorporate digital engineering simulations on the cloud, so aerospace companies can see how the aircraft would perform in the real world."},"capital_markets.financial_data_risk_and_research.compute_capacity":{"Name":"Compute Capacity","Description":"Financial services organizations have relied on on-premises high-performance computing solutions for risk management and financial modeling, but new regulations are accelerating the demand for secure, resizable compute capacity in the cloud. Compute Capacity solutions on AWS help organizations meet these requirements while strengthening their modeling systems in the face of market volatility. Using these solutions, organizations can meet changing regulations, like Dodd-Frank, FRTB, and IFRS 17."},"blockchain":{"Name":"Blockchain"},"blockchain.infrastructure_1":{"Name":"Infrastructure","Description":"Provide streamlined solutions for blockchain developers to orchestrate and maintain access to the infrastructure that powers public and private blockchains."},"blockchain.infrastructure_1.compute_storage_and_networking":{"Name":"Compute, Storage and Networking","Description":"It is essential to establish foundational blockchain resources that are accessible and synchronized. Organizations can carry out activities such as logging of transactions in distributed ledger databases with the Compute, Storage & Networking solutions on AWS. These solutions help you manage your infrastructure to support the execution of consensus mechanisms and run smart contract applications."},"justice_and_public_safety.emergency_communications":{"Name":"Emergency Communications","Description":"Solutions that help 9-1-1 Directors. Police Chiefs or Sheriffs route, receive, display, and manage 9-1-1 call information required to elect a public safety response."},"justice_and_public_safety.emergency_communications.computer_aided_dispatch_cad":{"Name":"Computer Aided Dispatch (CAD)","Description":"Public safety agencies traditionally use outdated applications to dispatch and manage records. However, these systems are often monolithic, prone to outages, and require manual inputs that lead to increased administration time and faulty data. Agencies can replace these aging systems through Computer Aided Dispatch (CAD) solutions on AWS, leading to time-saving and more accurate data collection. These solutions can help agencies ensure that the technology they rely on is highly available, so they can do their job as efficiently as possible."},"justice_and_public_safety.law_enforcement":{"Name":"Law Enforcement","Description":"Solutions that help law enforcement agencies respond to emergencies, protect citizens, and solve crimes."},"justice_and_public_safety.law_enforcement.computer_aided_dispatch_cad_1":{"Name":"Computer Aided Dispatch (CAD)","Description":"Computer aided dispatch systems are historically large legacy applications that are overly complex, prone to outages, and do not integrate well with other systems in the public safety ecosystem. Computer Aided Dispatch (CAD) solutions on AWS enable emergency dispatchers and first responders to input and receive information in a modern user interface that is secure and reliable, even during large disasters or emergencies. These solutions enable first responders to receive timely and actionable information to improve emergency response and save lives."},"consumer_packaged_goods.manufacturing_and_product_development.computer_aided_engineering":{"Name":"Computer Aided Engineering","Description":"High performance computing (HPC) allows product developers and engineers at Consumer Packaged Goods (CPG) companies to solve complex problems using model-based design and large-scale, parallel simulations. Using the Computer-Aided Engineering solutions on AWS, companies can create production-ready environments for simulation and analysis workloads. With these solutions, teams cam accelerate time-to-results and time-to-market by running larger numbers of parallel tasks than would be possible in most on-premises environments."},"manufacturing_industrial":{"Name":"Manufacturing & Industrial"},"manufacturing_industrial.engineering_and_development_1":{"Name":"Engineering and Development","Description":"Solutions to help the Head of Engineering accelerate time to market, optimize infrastructure costs, and improve collaboration."},"manufacturing_industrial.engineering_and_development_1.computer_aided_engineering_1":{"Name":"Computer Aided Engineering","Description":"It can be challenging for industrial companies to optimize productivity for a global workforce of engineers using simulation and modeling applications. Computer Aided Engineering solutions on AWS create production-ready environments for design, simulation, and analysis workloads. Using these solutions simplifies management of high performance computing (HPC) infrastructure by providing businesses with a web portal for accessing simulation data and launching and monitoring simulations. They can also help deploy cloud-based workstations for product design processing."},"agriculture.grain_produce_and_protein_processing.computer_aided_engineering_2":{"Name":"Computer Aided Engineering","Description":"Agricultural businesses that rely on simulations and models, such as grain and protein processors, are often seeking digital technologies to optimize engineers' productivity. Computer Aided Engineering solutions on AWS provide a production-ready environment for high- and low-fidelity data simulation and analysis. A high-performance computing (HPC) infrastructure can be simplified and more cost-effective. Additionally, a web portal helps visualize job queuing, launching, run-time monitoring, as well as simulation and analysis information. These solutions offer easy collaboration between a wide range of hardware and software. If necessary, they can also help deploy cloud-based workstations for processing product design data."},"aerospace_and_satellite.engineering_research_and_development.computer_aided_engineering_3":{"Name":"Computer Aided Engineering","Description":"Aerospace companies need digital simulation and modeling capabilities that can scale quickly and securely to meet the extreme compute and storage requirements for computational fluid dynamic (CFD) studies and other design engineering requirements. Computer Aided Engineering solutions on AWS create production-ready environments for design, simulation, and analysis workloads. Using these solutions simplifies the management of a high-performance computing (HPC) infrastructure by providing businesses with scalable mechanisms to launch and monitor simulations, and access simulation data, using either web portal or command-line interfaces. They can also help deploy cloud-based workstations for aircraft and component design processing."},"engineering_and_design":{"Name":"Engineering and Design"},"engineering_and_design.analysis_and_optimization":{"Name":"Analysis and Optimization","Description":"Today, organizations are under pressure to accelerate time to market, cut costs and optimize products to meet increased levels of reliability and performance. Addressing the business challenges, product engineering teams are increasingly adopting the use of digital engineering tools such as modeling and simulations to predict performance prior to physical prototype development. With use of analysis and optimization workloads, engineers can quickly explore the performance of various design alternatives, detect failures early and evaluate critical to quality metrics efficiently."},"engineering_and_design.analysis_and_optimization.computer_aided_engineering_4":{"Name":"Computer Aided Engineering","Description":"As organizations continue to expand the use of computer aided engineering, there is an increasing need to improve modeling and simulation. Organizations must prototype its assets, accelerate time to market, reduce costs, improve quality, and ensure seamless collaboration across all stakeholders. Computer Aided Engineering solutions on AWS provide a production-ready environment for high and low fidelity data simulation and analysis. A high-performance computing (HPC) infrastructure can be simplified and more cost-effective. And a web portal helps to visualize job queuing, launching, and run-time monitoring, as well as simulation and analysis information. The solutions offer easy collaboration between a wide range of hardware and software. If necessary, the solutions can also help deploy cloud-based workstations for processing product design data."},"aerospace_and_satellite.manufacturing_1.computer_vision_for_quality_insights":{"Name":"Computer Vision for Quality Insights","Description":"High production requirements combined with labor shortages and supply chain constraints are placing strong pressure on aerospace manufacturers to minimize or eliminate quality and nonconformance issues in their production processes. Automating quality control processes can improve yield, process efficiencies, and ensure businesses never ship defective products to customers. Computer Vision for Quality Insight solutions on AWS help aerospace manufacturers analyze data from disparate sources, including cameras from multiple vendors, which saves significant time compared to manual inspection. Automated image analysis enables root-cause analytics and the development of countermeasures, helping teams manage the entire process life cycle, and achieve near zero defects at scale."},"blockchain.security_and_governance":{"Name":"Security and Governance","Description":"Provides technical decision makers with the ability to apply best security practices into blockchain workloads through rigorous authentication and cryptographic capabilities."},"blockchain.security_and_governance.confidential_computing":{"Name":"Confidential Computing","Description":"To optimize blockchain tasks, there needs to be a secure and scalable environment in which they operate. With Confidential Computing solutions on AWS, you can provide a secure compute environment for low-level blockchain tasks. These solutions can also be used for scaling blockchain account management without the use of a central key management system. This significantly reduces the risk of breaches and establishes trust in systems focused on digital asset infrastructures, cryptocurrency exchanges, and non-fungible token (NFT) marketplaces."},"aerospace_and_satellite.application_development_1":{"Name":"Application Development","Description":""},"aerospace_and_satellite.application_development_1.connected_aircraft":{"Name":"Connected Aircraft","Description":"Aircraft today generate more data than ever. And when it comes to collecting and connecting that data, it must be in real-time from flight operations to airline maintenance. The Connected Aircraft solutions on AWS help get data on and off the aircraft quickly, accelerating the turnaround time for flight crews. These solutions are purpose-built for the aviation industry to help predict maintenance issues, increase operational efficiencies, and reduce downtime."},"engineering_construction_and_real_estate.construction_supply_chain":{"Name":"Construction & Supply Chain","Description":""},"engineering_construction_and_real_estate.construction_supply_chain.connected_construction":{"Name":"Connected Construction","Description":"Construction businesses want to improve productivity and reduce risk on the construction site. Connected Construction solutions on AWS help teams efficiently perform construction management activities such as pre-qualification, bid management, estimating, project management, design coordination, and contract management by connecting people, processes, and data in a consistent and repeatable way across projects. With these solutions, construction teams have access to the right data at the right time to deliver projects on schedule and on budget."},"telecommunications.customer_experience_reimagined.connected_customer_journey":{"Name":"Connected Customer Journey","Description":"Traditionally, working with customer-context data has been manual, error-prone, and costly. And communication service providers (CSPs) have to navigate an increasing number of interactive channels available to customers. As a result, CSPs face challenges in understanding information bottlenecks, proactively predicting customer-experience scores, and personalizing customer interactions. Connected Customer Journey (CCJ) centralizes and refines customer-context data, creating a single source of truth of customer touch points from siloed, raw, disparate data. As a result, CSPs can automatically understand and extract customer information, creating a closed-loop approach that combines analytics insights from the customer journey and journey discovery to optimize each customer’s experience."},"customer_experience.customer_data_management":{"Name":"Customer Data Management","Description":"The ability to deliver seamless customer experiences hinges on the quality and comprehensiveness of the data being used to inform the experience – data which is often directly associated with the targeted entity such as the customer, client/account, household, etc. Unified Profiles are solutions from AWS and AWS partners that enable enterprises to build resolved, consented and quality profiles using online and offline channels, first-, second- and third-party data and relevant source (marketing, sales, finance, service and field service applications)."},"customer_experience.customer_data_management.connected_experiences":{"Name":"Connected Experiences","Description":"Consumers have come to expect seamless and cohesive interactions with the brands they engage, making it a top priority for enterprises to deliver flawless, interconnected consumer experiences However, data silos caused by legacy systems often result in disjointed experiences across different departments, devices, and applications. Connected Experiences solutions on AWS help enterprises enhance data collection, governance, and unification. By making data more cohesive, enterprises can deliver a better experience at every touchpoint of the consumer’s journey."},"new_to_aws.customer_experience_3":{"Name":"Customer Experience","Description":"This solution area has use cases to help new customers to AWS enhance their customers' experience."},"new_to_aws.customer_experience_3.connected_experiences_1":{"Name":"Connected Experiences","Description":"Consumers have come to expect seamless and cohesive interactions with the brands they engage, making it a top priority for enterprises to deliver flawless, interconnected consumer experiences However, data silos caused by legacy systems often result in disjointed experiences across different departments, devices, and applications. Connected Experiences solutions on AWS help enterprises enhance data collection, governance, and unification. By making data more cohesive, enterprises can deliver a better experience at every touchpoint of the consumer’s journey."},"oil_and_gas":{"Name":"Oil and Gas"},"oil_and_gas.downstream":{"Name":"Downstream","Description":"Downstream Oil & Gas focuses on refining crude oil and processing raw natural gas into high value products for end consumers and industries. Downstream operations are typically characterized as a low-margin business that benefits from low oil prices, as cheaper crude oil reduces the cost of their primary input . The industry segment is subject to market fluctuations and must adapt to changing demand for various petroleum products. AWS can support Downstream companies with real-time equipment and process monitoring, integration of low carbon fuel options, and digital transformation along their decarbonization journey.  Downstream companies must profitably produce cleaner products to meet higher demand amidst changing geopolitical landscapes."},"oil_and_gas.downstream.connected_field_work":{"Name":"Connected Field Work","Description":"For many oil and gas companies, day-to-day workflows for managing critical operational activities are largely manual and handled using paper, spreadsheets, and in-person communication. These legacy methods slow down efficiency, control, and response times in the field, impacting multiple activities, such as quality control, field compliance, and operational expense management. Connected Field Work solutions on AWS provide a scalable, centralized cloud environment that unifies core operational resources into a single digital workflow. With these solutions, oil and gas companies can gain near-real-time visibility into field-critical activities and improve how field personnel track, monitor, and collaborate on operational processes, improving their accuracy, efficiency, and safety. \n\nThe Connected Field Work (CFW) solution is a cloud-native offering that provides a centralized, web and mobile-based platform to unify core, operational resources into a single, digital workflow. As a cloud-based solution, CFW can easily scale across multiple operational workflows to fit business needs. Connected Field Work provides real-time visibility into field-critical activities to improve how personnel track, monitor, and collaborate on operational processes, so job tasks can be completed accurately, efficiently, and safely."},"manufacturing_industrial.smart_products_and_services":{"Name":"Smart Products and Services","Description":"Solutions to enable the VP of Product to build better smart connected products and machines by collecting, storing, analyzing, and acting on product and machine data."},"manufacturing_industrial.smart_products_and_services.connected_products":{"Name":"Connected Products","Description":"Smart and connected products can help industrial equipment manufacturers and machine builders stand out from their competitors. With Connected Products solutions on AWS, these companies can quickly build and design differentiated products for their end customers and engage AWS Partners for implementation support. Using these solutions, manufacturers and machine builders can accelerate their time to market; gain valuable insights into product performance; and set the foundation for powerful digital transformations, independent of internal technical resources."},"automotive.connected_mobility":{"Name":"Connected Mobility","Description":"Solutions to help the Chief Information Officer accelerate time to market and reduce development costs by gathering and operationalizing telemetry data in the vehicle and in the cloud."},"automotive.connected_mobility.connected_vehicle_platforms":{"Name":"Connected Vehicle Platforms","Description":"Connected Vehicle Platforms connect vehicles to the cloud, helping  companies to gather and use telemetry data both in the vehicles and in the cloud.  Using on-demand high performance computing, cost-effective storage, and a deep portfolio of machine learning services, these innovative solutions help companies accelerate time to market and reduce development costs."},"engineering_construction_and_real_estate.construction_supply_chain.construction_project_management":{"Name":"Construction Project Management","Description":"Construction management across companies is highly fragmented, often resulting in re-work, lost productivity, and litigation. These companies want to better manage workflows and data across multiple stakeholders to improve profitability and lower risk. With Construction Project Management solutions on AWS, you can collaborate across teams during the design stage, push plans and models from preconstruction to coordination, and once you’re ready, push near real time data to your project management and field teams."},"consumer_packaged_goods.customer_engagement_and_marketing.consumer_360":{"Name":"Consumer 360","Description":"As the Consumer Packaged Goods (CPG) industry shifts to a Direct-to-Consumer approach, their marketing teams are overwhelmed by the volume of information around consumers' product engagements, like website inquiries, product purchases, and customer support tickets. Consumer 360 solutions on AWS can ease the analytics process that comes with consumer engagement data. These solutions can make it easier for marketing teams to consolidate and use this data so they can better execute advertising, next best action, category management, and merchandising."},"retail.customer_engagement_and_marketing_1.consumer_360_1":{"Name":"Consumer 360","Description":"When customer data is scattered across multiple systems, it’s difficult to have a complete view of customers. Customer Data Platforms centralize all the customer data so retailers can make better decisions about each customer’s needs."},"automations.low_code_no_code.consumer_app_development_automations":{"Name":"Consumer App Development Automations","Description":"Businesses in every industry recognize the value of supporting their customers with customized apps. Consumer App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to consumer app creation."},"media_and_entertainment.direct_to_consumer_and_streaming":{"Name":"Direct-to-Consumer and Streaming","Description":"The streaming of linear and non-linear (AVoD, SVoD, PVoD) content to end users via OTT/OVP platforms, content platforms (Netflix, Hulu, etc.), content aggregators, and branded first-party direct-to-consumer applications."},"media_and_entertainment.direct_to_consumer_and_streaming.consumer_experience":{"Name":"Consumer Experience","Description":"Media organizations need to differentiate their offerings to engage and entertain audiences, while still providing a frustration-free, stable end-user experience. Consumer Experience solutions on AWS solutions help build innovative interactive experiences at scale for consistent performance. Organizations can now personalize and optimize their unique offerings across all platforms to effectively identify, efficiently acquire, interact and retain their users."},"retail.smart_stores.consumer_payments":{"Name":"Consumer Payments","Description":"Accepting non-cash payments such as credit, debit, mobile, and even emerging tenders like Buy Now, Pay Later (BNPL), is vital for retailers who operate online and in-stores. Consumer Payments solutions on AWS provide multiple ways for retailers to process payments. With these solutions, retailers can establish highly available and fast payment processing with fraud prevention. Building on AWS or with AWS Partners helps retailers achieve optimal payment acceptance to reach more consumers."},"consumer_packaged_goods.customer_engagement_and_marketing.contact_center":{"Name":"Contact Center","Description":"Building strong relationships with consumers and driving direct sales are fundamental to the consumer packaged goods (CPG) industry. Contact Center Modernization solutions on AWS help CPG companies strengthen their customer engagements with advanced cloud-based call center technologies. With these solutions, companies can enhance their brand experience, improve consumer interactions, increase flexibility, and drive down costs by operating in the cloud."},"retail.customer_engagement_and_marketing_1.contact_center_1":{"Name":"Contact Center","Description":"Retailers are working to improve the customer experience online and in-store. With AWS Contact Center solutions, organizations can use chatbots to help customers on their websites to provide live assistance, improving customer satisfaction while reducing operational cost."},"small_and_medium_business.customer_service_1":{"Name":"Customer Service","Description":"Solutions to enable the modern helpdesk and to stay connected to your customers."},"small_and_medium_business.customer_service_1.contact_center_2":{"Name":"Contact Center","Description":"To help improve the customer experience and reduce costs of operations, companies are seeking to modernize their customer contact centers. Solutions from AWS and our partners help with task management, facilitating a company’s ability to prioritize, assign, and track customer agent tasks to completion across multiple channels of communication. Also, AWS solutions facilitate the use of data visualization for business reporting, using data integrated from all customer communication channels to gain understanding from service interactions and improve the quality of customer service. Self-service solutions use natural-language search and intelligent bots to help customers find answers to their questions and seamlessly escalate to an agent as required."},"primary_and_secondary_education_k_12.student_experience":{"Name":"Student Experience","Description":"Solutions to help the Director of Student Services monitor students welfare and experience, appropriate feedback and present analytic data drawn from the student body."},"primary_and_secondary_education_k_12.student_experience.contact_center_3":{"Name":"Contact Center","Description":"Traditional engagement channels at primary and secondary (K-12) schools can be overwhelming due to spikes in demand, such as daily inbound calls from about absences or outreach regarding emergencies or school-wide activity reminders. With Contact Center solutions on AWS, schools can relieve staff burden by automating processes with an artificial intelligence (AI) chat bot. This can be driven by near real-time data segmentation to target messaging and feed directly into secure reporting, resulting in reduced staff resourcing and improved communication."},"machine_learning_ai_ml.language_understanding.contact_center_intelligence":{"Name":"Contact Center Intelligence","Description":"AWS Contact Center Intelligence (CCI) solutions empower you to improve customer experience, boost agent productivity, and gain conversation insights by adding AI capabilities to the contact center of your choice - without any ML expertise. AWS CCI solutions use a combination of AWS ML-powered services to provide Self-Service Virtual Agents, Real-Time Call Analytics with Agent Assist, and Post-Call Analytics. Get started yourself, engage an AWS Services Partner (consulting) to help build it, or accelerate deployment with a turnkey solution from an AWS (ISV) Partner."},"travel_and_hospitality.customer_service":{"Name":"Customer Service","Description":"Solutions that enable the Chief Customer Officer to increase loyalty and revenue with best-in-class customer service."},"travel_and_hospitality.customer_service.contact_center_modernization":{"Name":"Contact Center Modernization","Description":"Travel and hospitality (T&H) companies need robust contact center support to provide their guests with optimal service. Using Contact Center Modernization solutions on AWS, customer service teams can view and analyze customer data to improve engagement and increase the effectiveness of call center support. T&H companies can also implement self-service options for guests, reducing agent workloads and improving overall efficiency. With these modern solutions, T&H companies can benefit from reduced operational costs, increased productivity, and increased customer satisfaction."},"credit_unions.member_experiences_1":{"Name":"Member Experiences","Description":"Solutions to help Chief Marketing Officer to grow membership and enhance member experience by understanding them better through data , and by delivering personalized communication."},"credit_unions.member_experiences_1.contact_center_modernization_1":{"Name":"Contact Center Modernization","Description":"Members expect to get fast, accurate information when they contact a credit union. It's also imperative that callers are connected to the right person or resource to address their needs. By adopting Contact Center Modernization solutions on AWS, credit unions can connect callers with the right information faster and better serve the needs of their customers. Credit unions can also reduce the time staff spends answering calls with advanced technologies like chatbots."},"new_to_aws.customer_experience_3.contact_center_modernization_2":{"Name":"Contact Center Modernization","Description":"One of the first projects undertaken by new customers to AWS is modernizing their contact center. On-premises contact centers are costly to operate, time-consuming to manage, and often very complex to set up. The Contact Center Modernization solutions on AWS help customers establish an easy-to-use, omnichannel cloud contact center, so they can provide superior customer service at a lower cost."},"travel_and_hospitality.connected_experiences":{"Name":"Connected Experiences","Description":"Solutions that enable the Chief Digital Officer to enhance traveler satisfaction, operational excellence and customer engagement through seamless omnichannel T&H experiences."},"travel_and_hospitality.connected_experiences.contactless_traveler_guest_experience":{"Name":"Contactless Traveler/Guest Experience","Description":"Travel and hospitality (T&H) companies often need to implement contactless guest experiences so they can reduce manual labor and comply with public health guidelines. By implementing Contactless Traveler/Guest Experience solutions on AWS, T&H companies can automate routine tasks like payment and check-in, manage higher volumes of customers, and focus on providing better customer service. These solutions can help companies increase guest loyalty, improve operational efficiency within customer service interactions, and streamline the traveler experience."},"application_development_and_devops":{"Name":"Application Development and DevOps"},"application_development_and_devops.application_architecture":{"Name":"Application Architecture","Description":"Solutions to enable the Director of Cloud Operations to build scalable, maintainable, and high-performance applications while promoting collaboration, efficiency, and risk mitigation throughout the software development lifecycle."},"application_development_and_devops.application_architecture.container_orchestration":{"Name":"Container Orchestration","Description":"Modern application architectures that use containers are modular and provide increased agility and flexibility. Individual components can be updated quickly and independently with lower risk to the application as a whole. Package, distribute, and test your applications to optimize load balancing and ensure high availability. These solutions help you accelerate your application innovation and time-to-market with a portable, consistent, and lightweight software environment that is easy to scale and deploy."},"compute":{"Name":"Compute"},"compute.cloud_native_applications":{"Name":"Cloud Native Applications","Description":""},"compute.cloud_native_applications.containers_orchestration_and_operations":{"Name":"Containers, Orchestration and Operations","Description":"Cloud native applications are scalable, elastic, resilient, and flexible. Build cloud native applications with microservices using containers and take advantage of AWS serverless solutions to reduce total cost of ownership (TCO). Increase application agility and simplify your runtime and operations with orchestration and monitoring solutions from AWS and our Partners."},"small_and_medium_business.e_commerce_websites_and_applications":{"Name":"E-commerce, Websites and Applications","Description":"Whether you’re building a new website or app—or upgrading existing ones—creating a seamless experience is important for your customers. As a small or medium business, you can offer an engaging, premium website or app without extensive, in-house IT resources and large budgets. On AWS Cloud you only pay for what you use, which helps reduce operational expenses."},"small_and_medium_business.e_commerce_websites_and_applications.content_management_and_websites":{"Name":"Content Management and Websites","Description":"Your website could be a customer’s first-impression of your business, but you don’t need to be a large brand to provide a memorable experience. Small and medium businesses that host their content and websites with AWS turn to us for a few reasons: easy scaling during busy times, 99.9% up-time, and flexible pay-as-you-go pricing. Content Management & Website solutions for small and medium sized business help improve digital experiences, are easy to use, and are purpose built to limit the need for extensive IT resources."},"retail.digital_commerce_1":{"Name":"Digital Commerce","Description":"Solutions to help the CDO better execute on e-commerce initiatives like increasing visits & conversions while maintaining high levels of performance and security."},"retail.digital_commerce_1.content_management_system":{"Name":"Content Management System","Description":"Retailers looking to drive digital transformation across their value chain need applications that their team can use to create, collaborate, manage, and publish digital content. And the applications should be easy to use, even for people who don't know how to program. The Content Management System (CMS) solutions on AWS give retailers the tools they need to publish content to the web without requiring advanced technical skills. The CMS applications can be used to build websites, blogs, and host ecommerce platforms. It streamlines content creation, editing, and publishing from a central location."},"machine_learning_ai_ml.application_development":{"Name":"Application Development","Description":""},"machine_learning_ai_ml.application_development.content_moderation":{"Name":"Content Moderation","Description":"Human-based content moderation alone cannot scale to meet safety, regulatory, and operational needs, which leads to a poor user experience, high moderation costs, and brand risk. Content moderation powered by Artificial Intelligence can help organizations moderate large and complex volumes of user-generated content (UGC) and reclaim large amounts of time their teams spend moderating content manually. Content moderation Solutions provide automation and artificial intelligence (AI) capabilities to implement a reliable content moderation mechanism that protects users from harm while reducing costs and safeguarding the organization from risk, liability, and brand damage."},"advertising_and_marketing.ad_intelligence_and_measurement.contextual_analysis":{"Name":"Contextual Analysis","Description":"Advertisers and publishers want to use machine learning (ML) to improve addressability and audience experience by placing ads near contextually-relevant content. For data scientists, this often requires spending significant time on data engineering, data pre-processing, and training in order to extract metadata from petabytes of media content, or score billions of ad events per day with ML models. Contextual Analysis solutions on AWS help customers spend less time on data engineering and more time on data science to accelerate product development and launch for ML-based contextual advertising workloads such as content metadata extraction, brand safety analysis, and fraud prevention."},"application_development_and_devops.modern_application_development":{"Name":"Modern Application Development","Description":"Solutions to enable the Director of Cloud Operations to deliver high-quality applications faster, optimize resource utilization, and adapt quickly to changing business requirements, ultimately driving innovation and customer satisfaction."},"application_development_and_devops.modern_application_development.continuous_integration_and_continuous_delivery_ci_cd":{"Name":"Continuous Integration and Continuous Delivery (CI/CD)","Description":"An integral part of development operations (DevOps) is adopting the culture of continuous integration and continuous delivery/deployment (CI/CD). Level up with tools to compile, build, and install features and fixes with collaborative and automated processes. These processes allow you to control versioning of your applications through a low-risk mechanism that enables agile, secure deployment and updates. CI/CD helps you keep up the pace of innovation while maintaining maximum uptime for your users."},"hi_tech_electronics_and_semiconductor.design_and_verification":{"Name":"Design and Verification","Description":"Solutions to help the Head of Engineering accelerate time to market, optimize infrastructure costs, and improve collaboration."},"hi_tech_electronics_and_semiconductor.design_and_verification.continuous_integration_for_hardware_verification":{"Name":"Continuous Integration for Hardware Verification","Description":"Customers working on semiconductor workloads often struggle to keep up with project schedules during the design verification phase. This is due to insufficient automation in their software release and deployment pipelines. Traditional methods are non-agile, leading to slow reaction times in response to updates and changes. Continuous Integration for Hardware Verification solutions address these issues by incorporating agile methods, design for test (DFT) scans, and place and route tools, which help reduce the time it takes to incorporate software changes."},"defense_and_national_security":{"Name":"Defense and National Security"},"defense_and_national_security.security_and_compliance_3":{"Name":"Security and Compliance","Description":"Solutions that allow an organization to constantly monitor its IT systems and networks to detect security threats, performance issues, or non-compliance problems in an automated manner."},"defense_and_national_security.security_and_compliance_3.continuous_monitoring":{"Name":"Continuous Monitoring","Description":"Cloud infrastructure provides national security, defense, and national law enforcement organizations with efficiency and elasticity, helping them move faster than they could with traditional network and system monitoring tools. Moving faster with the cloud means that these organizations must also regularly validate the effectiveness of cloud controls to mitigate risk. Continuous Monitoring solutions on AWS give government security and operations teams near real-time data to identify potential threats and address them before they become major issues to mission operations."},"banking.core_banking_modernization":{"Name":"Core Banking Modernization","Description":"Solutions to help head of operations to modernize legacy core infrastructure to be more agile and innovate in offering new products to customers."},"banking.core_banking_modernization.core_banking_system_modernization":{"Name":"Core Banking System Modernization","Description":"Banks traditionally use legacy systems for their core banking applications, such as lending, payments, and deposits. However, these systems are monolithic, expensive, and lack open architecture, impacting the bank’s agility to deploy changes based on market demands. Using Core Banking System Modernization solutions on AWS, banks can replace these costly legacy systems with core applications based on open APIs. With these solutions, banks can reduce system costs, improve their agility, and pursue opportunities for innovation to serve their customers better."},"credit_unions.core_banking.core_modernization":{"Name":"Core Modernization","Description":"Credit unions traditionally use legacy systems for their core banking applications, such as lending, payments, and deposits. But these systems are monolithic, expensive, and lack open architecture, impacting the credit union’s agility to deploy changes based on market demands. Using the cloud-native Core Modernization solutions on AWS, credit unions can replace these costly legacy systems with core applications based on open APIs. With these solutions, credit unions can reduce system costs, improve their agility, and pursue opportunities for innovation to serve their members better."},"cloud_operations":{"Name":"Cloud Operations"},"cloud_operations.cloud_financial_management":{"Name":"Cloud Financial Management","Description":"When moving to the cloud, organizations often rethink their traditional IT financial management. AWS offers tools to help set expectations around cloud costs for your projects and applications, making it easier for all roles in your organization to manage and control costs. You can also uncover cost insights and optimization opportunities, and optimize spend based on usage."},"cloud_operations.cloud_financial_management.cost_allocation_and_accountability":{"Name":"Cost Allocation and Accountability","Description":"AWS customers require the ability to measure and account for all costs in their cloud environment. Cost Allocation and Accountability solutions on AWS enable customers to gain visibility into spending, optimize resources, and allocate costs accurately. Using AWS Cost Explorer and Budgets with custom tagging strategies, customers can track usage across services, implement chargeback models, and make informed decisions. This helps control spending and align cloud investments with business objectives."},"storage.data_management_2":{"Name":"Data Management","Description":"Data storage across platforms and workloads."},"storage.data_management_2.cost_optimization":{"Name":"Cost Optimization","Description":"Cloud and systems administrators are constantly challenged with identifying opportunities to reduce storage costs while maintaining necessary storage capacity. AWS offers solutions that analyze usage patterns, pinpoint savings opportunities, and recommend optimizations such as right-sizing, automation, and configuration tuning to eliminate waste. By implementing these Solutions, organizations can achieve significant savings in their cloud storage expenditures while ensuring they maintain the required storage capacity and data durability."},"cloud_operations.cloud_financial_management.cost_reporting_and_analytics":{"Name":"Cost Reporting and Analytics","Description":"AWS customers require the ability to report and visualize costs across their AWS cloud environment. This enables them to gain comprehensive visibility into their cloud spending, identify cost drivers, and make informed decisions. By using Cost Reporting and Analytics solutions on AWS, such as AWS Cost Explorer and Amazon QuickSight, customers can track costs by service, account, resource, or custom tags. This information can be used to allocate costs accurately, identify optimization opportunities, and generate reports for stakeholders."},"banking.lending_transformation":{"Name":"Lending Transformation","Description":"Solutions to help Chief Credit Officer to make credit decisions faster using agile underlying credit infrastructure."},"banking.lending_transformation.credit_decisioning":{"Name":"Credit Decisioning","Description":"Today, Banks are expected to move quickly when using application data to issue credit decisions. To remain competitive, banks must enrich their decision- making process with more data, and keep customers informed in real-time. Using Credit Decisioning solutions on AWS, banks can gain insights from huge amounts of unstructured and structured data quickly, efficiently, and at a lower cost. With these solutions, banks can make efficient credit decisions and meet customers’ expectations faster."},"credit_unions.digital_banking":{"Name":"Digital Banking","Description":"Solutions to help Chief Digital/Innovation officer to digitize all traditional banking products, processes and activities to serve members through online channels."},"credit_unions.digital_banking.credit_decisioning_1":{"Name":"Credit Decisioning","Description":"Today, credit unions are expected to move quickly when using application data to issue credit decisions. To remain competitive, credit unions must enrich their decision-making process with more data, and keep members informed in real-time. Using Credit Decisioning solutions on AWS, credit unions can gain insights from huge amounts of unstructured and structured data quickly, efficiently, and at a lower cost. With these solutions, credit unions can make efficient credit decisions and meet members’ expectations faster."},"automotive.digital_customer_experience.customer_360":{"Name":"Customer 360","Description":"Customers are increasingly expecting automakers and retailers to provide cohesive, personalized, and flexible digital experiences. Companies are meeting these demands by adopting digital Customer Intelligence and Loyalty solutions on AWS. Utilizing connected tool sets, they can better manage large volumes of consumer data and establish a complete profile for each and every customer. Using these insights, automakers and retailers can deliver seamless omnichannel experiences and boost customer satisfaction."},"advertising_and_marketing.audience_and_customer_data_management":{"Name":"Audience and Customer Data Management","Description":"Solutions that enable the Head of Marketing Analytics to create a complete view of audiences and consumers to drive insights, performance, and improved experiences."},"advertising_and_marketing.audience_and_customer_data_management.customer_360_profile":{"Name":"Customer 360 Profile","Description":"Enterprises and marketers want to aggregate customer interaction data from disparate applications, data sources, and marketing channels into a centralized customer data platform (CDP) that provides a comprehensive, 360-view of each customer. With Customer 360 solutions on AWS, you can accelerate deployment of a customer data platform by choosing from AWS services, leading partner applications, and turnkey professional services offerings that help you create a unified view of the customer."},"customer_experience.customer_data_management.customer_360_profile_1":{"Name":"Customer 360 Profile","Description":"Enterprises and marketers want to aggregate customer interaction data from disparate applications, data sources, and marketing channels into a centralized customer data platform (CDP) that provides a comprehensive, 360-view of each customer. With Customer 360 solutions on AWS, you can accelerate deployment of a customer data platform by choosing from AWS services, leading partner applications, and turnkey professional services offerings that help you create a unified view of the customer."},"consumer_packaged_goods.customer_engagement_and_marketing.customer_experience_management":{"Name":"Customer Experience Management","Description":"Customer experience management (CXM) is the management of consumer interactions through each physical and digital touchpoint in order to deliver personalized experiences that help drive brand loyalty and increase revenue. Using Customer Experience Management solutions on AWS enables Consumer Packaged Goods (CPG) organizations to extract meaningful information from these touchpoints, across all channels. These solutions can help CPG organizations transform such valuable data into actionable insights and ultimately use it to engage even more effectively with their customers."},"customer_experience.customer_analytics_and_intelligence":{"Name":"Customer Analytics and Intelligence","Description":"After collecting data about customers, organizations must then analyze that data deeper to understand the customers’ needs and behavior, predict future behaviors, identify the motivations behind customer behaviors, make recommendations on next best experience, predict inform product teams of feature that matter, and more.  Customer Analytics and Intelligence solutions leverage analytics,  artificial intelligence and machine learning to improve customer experiences across channels, segments (customer and employees) and lines of business."},"customer_experience.customer_analytics_and_intelligence.customer_journey_analytics":{"Name":"Customer Journey Analytics","Description":"Static, cohort-based, and manually created customer journeys are no longer sufficient when it comes to designing a personalized experience for customers. Companies want to know how an individual customer’s journey unfolds in the real world rather than work with theoretical outcomes. Customer Journey Analytics solutions on AWS track and analyze data at the individual customer level across channels. This allows companies to identify pain points across the customer journey, conduct root cause analysis, develop process efficiencies, and lower operational costs."},"banking.customer_experience":{"Name":"Customer Experience","Description":"Solutions to help Chief Marketing officer to create personalized offerings for their customers and improve customer experience"},"banking.customer_experience.customer_onboarding":{"Name":"Customer Onboarding","Description":"Customer onboarding is one of the most important stages of a customer's journey with a bank. During this stage, there is an exchange of significant information between the bank and customers so they can obtain documentation to meet regulatory requirements and provide relevant products and services to customers.  With the Customer Onboarding solutions on AWS, banks can use artificial intelligence, machine learning, and digital tools to streamline the onboarding process. With these solutions, banks can transform the ways that customers are onboarded and reduce friction during this essential process."},"banking.customer_experience.customer_retention":{"Name":"Customer Retention","Description":"Customers today expect more personalized, timely interaction from their banks. They seek engagement that proactively offers relevant products and services. Firms that don’t adopt digital channels or capture data to develop robust customer profiles risk missing out on sales opportunities. To keep these customers, banks need technology to capture and analyze customer interactions, build user segments, identify buying signals, and flag consumer sentiments promptly."},"capital_markets.customer_experience_1":{"Name":"Customer Experience","Description":"Solutions to help Chief Marketing officer to create personalized offerings for their customers and improve customer experience."},"capital_markets.customer_experience_1.customer_retention_1":{"Name":"Customer Retention","Description":"Capital Markets customers expect personalized, timely engagements with the financial institutions that they do business with to get the relevant products and services they need. Contact Center solutions on AWS allow financial services organizations to capture and analyze customer interaction data, build user segments, and identify buying signals and consumer sentiments. With these solutions, customer service teams can capture data to develop robust customer profiles uncover new selling opportunities, and increase customer satisfaction."},"consumer_packaged_goods.customer_engagement_and_marketing.customer_retention_and_loyalty":{"Name":"Customer Retention and Loyalty","Description":"Consumer packaged goods (CPG) companies are adapting to new privacy regulations as well as the loss of third-party cookies and ad identifiers on mobile devices, such as the identifier for advertisers (IDFA) on iPhones. Customer Retention & Loyalty solutions on AWS are designed to help CPG companies build direct relationships with customers, gain valuable consumer insights, and improve marketing effectiveness as well as brand loyalty. By using these solutions, CPG companies can overcome challenges like higher customer acquisition costs, lower return on ad spend (ROAS), and loss of consumer insights resulting from privacy changes. Additionally, these solutions help CPG brands create compelling experiences that foster brand affinity among younger consumers, who tend to have less inherent brand loyalty, thereby increasing customer lifetime value."},"telecommunications.customer_experience_reimagined.customer_self_service_with_virtual_assistants":{"Name":"Customer Self-Service with Virtual Assistants","Description":"Speech recognition helps organizations to create more personalized, engaging, and efficient interactions with customers. The use of artificial intelligence and machine learning enhances interactive voice response (IVR) and powers chatbots, interactive software applications that carry on conversations online. As a result, companies can better understand the intent of customers, helping them to self-serve easily at any time without the need for assistance from a live agent."},"automotive.digital_customer_experience.customer_support":{"Name":"Customer Support","Description":"To support vehicle owners, automakers need omnichannel customer service infrastructure. However, contact center technology can be difficult to implement and maintain, resulting in disjointed support experiences that leave customers and agents desiring a more intelligent way to connect. Using Customer Care & Contact Center solutions on AWS, automakers can adopt infrastructure that streamlines the customer support process and makes it simple for agents to resolve customer inquiries in a faster, more intelligent way. As a result, they can delight their customers, build confidence across their consumer and employee touchpoints, and gain a customer-obsessed advantage over their competitors."},"aerospace_and_satellite.security_and_compliance":{"Name":"Security and Compliance","Description":"Solutions to enable the VP of IT to mitigate risks, protect sensitive assets, maintain operational integrity, and foster trust and credibility, allowing them to conduct business efficiently and effectively in a highly regulated and critical industry."},"aerospace_and_satellite.security_and_compliance.cybersecurity_maturity_model_certification":{"Name":"Cybersecurity Maturity Model Certification","Description":"When working with the U.S. government, aerospace and satellite companies must work within the scope of multiple governance frameworks, like the U.S. Federal Risk and Authorization Management Program (FedRAMP), National Institute of Standards and Technology (NIST) 800-53(5), NIST 800-171 Rev.2, and Cybersecurity Maturity Model Certification (CMMC). Understanding requirements for these programs can be complex. Cybersecurity Maturity Model Certification solutions on AWS help companies implement pre-defined landing zones, aid in package completion, and provide support for audits and ongoing reporting."},"national_security_homeland_and_defense":{"Name":"National Security, Homeland and Defense"},"national_security_homeland_and_defense.security_and_compliance_4":{"Name":"Security and Compliance","Description":"Solutions to enable the US Federal CISO to improve security, increase visibility, accelerate compliance and provide controlled data access."},"national_security_homeland_and_defense.security_and_compliance_4.cybersecurity_maturity_model_certification_cmmc":{"Name":"Cybersecurity Maturity Model Certification (CMMC)","Description":"Federal agencies face complexities when adhering to frameworks like the Federal Risk and Authorization Management Program (FedRAMP), National Institute of Standards and Technology (NIST) 800-53(5), NIST 800-171 Rev.2, and Cybersecurity Maturity Model Certification (CMMC) for U.S. government contracts. Cybersecurity Maturity Model Certification (CMMC) solutions on AWS help streamline compliance processes, implement pre-defined landing zones, and facilitate audits and reporting. By using these solutions, agencies can reduce costs and efforts associated with maintaining multiple compliance certifications."},"agriculture.precision_agriculture":{"Name":"Precision Agriculture","Description":"Solutions to help the Head of Digital Solutions build tools to generate actionable insights from agronomic data, optimize planning and execution processes, automate in-field and on-farm data collection and enable integrated solutions offerings."},"agriculture.precision_agriculture.data_acquisition":{"Name":"Data Acquisition","Description":"For agricultural companies, data is the key to delivering transformational new capabilities to customers and stakeholders alike. However, acquiring that data from sensors, equipment, and third-party providers is complex and challenging. Using Data Acquisition solutions on AWS, agricultural businesses can assemble the data necessary to deliver analytics-driven insights, recommendations powered by machine learning (ML), and automated decision solutions for producers."},"justice_and_public_safety.law_enforcement.data_aggregation_and_analysis":{"Name":"Data Aggregation and Analysis","Description":"Law enforcement professionals need the ability to quickly access information about a person or location. However, having to search across multiple systems with different access credentials wastes time and makes it difficult to create connections across disparate datasets. Data Aggregation & Analysis solutions on AWS allow users to search across datasets with a single query. These solutions also offer modern analysis tools that visualize data for officers and analysts and allow for data sharing across agencies."},"agriculture.precision_agriculture.data_analytics":{"Name":"Data Analytics","Description":"For agricultural companies, generating actionable insights from complex agronomic and production data can be a challenge. By using Data Analytics solutions on AWS, these companies can access tools to build powerful data systems, take advantage of artificial intelligence and machine learning, and generate powerful analytics. These capabilities help agricultural companies transform production data into a strategic asset for customers, like agricultural producers."},"storage.data_management_2.data_archiving":{"Name":"Data Archiving","Description":"Businesses in the digital era accumulate vast amounts of data that may not be immediately useful but still holds value for long-term analysis and compliance requirements. Traditional storage solutions can become prohibitively expensive and inefficient for handling such archival data. Data Archiving solutions on AWS securely store infrequently accessed data in a cost-effective manner. These solutions reduce storage costs while ensuring data longevity and retrieval capabilities, aiding businesses in future analysis and regulatory compliance."},"analytics":{"Name":"Analytics"},"analytics.data_management":{"Name":"Data Management","Description":"Solutions that enable the VP of Data Science & Analytics to improve decision-making, enhance collaboration, optimize operations, support strategic planning initiatives and ensure compliance and risk management."},"analytics.data_management.data_catalog":{"Name":"Data Catalog","Description":"Preparing your data to obtain quality results is the first step in any analytics or machine learning project. Discover and connect to diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor data pipelines to load data into your data lakes. Managed, serverless data integration that makes data preparation simpler, faster, and cheaper, creates efficiencies and accelerates your projects."},"advertising_and_marketing.privacy_enhanced_data_collaboration":{"Name":"Privacy-Enhanced Data Collaboration","Description":"Solutions to enable the Head of Analytics & Insights to collaborate and interoperate more effectively with their business partners while improving upon data security and protecting consumer data."},"advertising_and_marketing.privacy_enhanced_data_collaboration.data_clean_rooms":{"Name":"Data Clean Rooms","Description":"Brands, media publishers, and their partners want to more easily collaborate to improve campaign planning, activation, and measurement while protecting consumer data privacy. Data Clean Rooms solutions on AWS help companies connect, analyze, and activate their advertising campaigns together with their partners without sharing underlying consumer data."},"advertising_and_marketing.privacy_enhanced_data_collaboration.data_enrichment":{"Name":"Data Enrichment","Description":"Data scientists and analysts bring together data from many sources to develop customer insights and model behavior. However managing each source separately adds complexity and data security challenges to the process. With Data Enrichment solutions, you can accelerate and simplify the process of bringing together data from providers of consumer intelligence, household data, interests, places, purchases, and other insights from leading AWS Partners. You can also reduce time spent modeling and analyzing data with reference implementations and architectures that help you improve audience understanding more quickly."},"automotive.vehicle_software_development":{"Name":"Vehicle Software Development","Description":"Solutions to help the VP of Engineering build higher-quality vehicle software faster, manage software variant complexity better, and help cross-functional decision-makers create and use data insights for delivering a secure, updatable, and personalized vehicle experience throughout vehicle lifetime."},"automotive.vehicle_software_development.data_ingest_labeling_and_enrichment":{"Name":"Data Ingest, Labeling, and Enrichment","Description":"Autonomous vehicles must be designed to securely collect, ingest, and store data from multiple sensors. These sensors could be light detection and ranging (LiDAR), Radar, GPS, a global navigation satellite system (GNSS), cameras, telematics, and processed data from the electronic control unit (ECU). The Data Collection, Ingestion & Enrichment solutions on AWS are designed to identify, catalog, and quickly query these types of sensor data for autonomous vehicles. The data is used to run campaigns for an operational design domain (ODD) such as lane-keeping assistance systems (LKAS) and automated emergency braking (AEB) to develop models and algorithms for autonomous driving and cloud validation."},"enterprise_resource_planning.business_insights.data_integration_and_management":{"Name":"Data Integration and Management","Description":"SAP customers need to integrate large volumes of data into AWS using tools that are both scalable and reliable. The AWS Data Integration and Management solutions help SAP customers deliver large volumes of real-time, analysis ready data into AWS without any manual extract, transform, and load (ETL) scripting. These solutions use fully automated Amazon services to convert raw data to analysis ready data."},"consumer_packaged_goods.it_digital_transformation":{"Name":"IT & Digital Transformation","Description":"Solutions to help the Chief Information Officer drive digital transformation to improve decision-making and operational efficiency."},"consumer_packaged_goods.it_digital_transformation.data_lake":{"Name":"Data Lake","Description":"Organizations in the Consumer Packaged Goods (CPG) industry have access to more digital information than ever before, but data silos can keep this information isolated. Data Lake solutions on AWS centralize all types of information into data lakes, enabling businesses to increase flexibility, improve scalability, and reduce the need for data modeling. With Data Lake solutions on AWS, CPG teams can simplify access to data and take advantage of machine learning opportunities that can ultimately help with near-real-time decision analytics."},"retail.advanced_data_insights.data_lake_1":{"Name":"Data Lake","Description":"Retailers know the key to successful merchandising and supply chain operations is ready access to data. With a data lake, retailers can store data in a central location, as-is, and at any scale. The Data Lake solutions on AWS provide a place to collect, analyze, and distribute important data throughout the retail enterprise. Data lakes help with business intelligence and set the foundation for machine learning, unlocking insights into the data that leads to better, faster decisions."},"storage.data_management_2.data_lake_storage":{"Name":"Data Lake Storage","Description":"Organizations often face difficulties managing the ever-growing volume, velocity, and variety of data. Traditional data storage systems may struggle to handle this scale and diversity, inhibiting insights and decision-making. Data Lake Storage Optimization solutions on AWS assist customers in efficiently storing, categorizing, and analyzing vast amounts of data in their raw format. With these solutions, businesses can gain quicker insights, enhance data accessibility, and bolster their data governance, ultimately driving better business outcomes."},"enterprise_resource_planning.business_insights.data_lake_with_sap_and_non_sap_data":{"Name":"Data Lake with SAP and Non-SAP Data","Description":"When SAP customers can combine disparate SAP and non-SAP data using modern cloud solutions, they gain valuable business intelligence that was previously siloed or difficult to access. Data Lake with SAP & Non-SAP Data solutions help SAP customers consolidate data into a single, comprehensive data lake. The data lake is structured and organized in a way that preserves the relevant context and relationships between the different SAP and non-SAP data sources. This contextualized data lake enables improved analytics where the SAP customer can apply artificial intelligence and machine learning (AI/ML) capabilities to derive deeper, more meaningful insights tailored to their needs."},"security_identity_and_compliance.data_protection":{"Name":"Data Protection","Description":"Earning customer trust is the foundation of our business at AWS and customers trust us to protect their most critical and sensitive assets: their data. We earn this trust by working closely with customers to understand their data protection needs, and by offering the most comprehensive set of services, tooling, and expertise to help customers protect their data. This solution area targets: CISO/CTO, Security and IT Executives, Enterprise/Security Architects, Security Engineers, DevOps Managers, DevOps Engineers."},"security_identity_and_compliance.data_protection.data_loss_prevention_dlp":{"Name":"Data Loss Prevention (DLP)","Description":"Organizations increasingly need to protect sensitive data across cloud environments to mitigate unauthorized exposure and compliance violations. Data Loss Prevention (DLP) Solutions on AWS identify, monitor, and protect sensitive data through content inspection, policy enforcement, and automated response to potential data leaks. This helps prevent data breaches and maintain visibility into data movement, ensuring regulatory compliance and safeguarding business reputation."},"media_and_entertainment.data_science_and_analytics_for_media":{"Name":"Data Science and Analytics for Media","Description":"Data Science intersects with each of the other M&E Solution Areas to deliver solutions that use AWS analytics and AI/ML services to accelerate content workflows, augment and automate repetitive manual processes, create rich descriptive metadata, improve audience engagement, and increase overall monetization"},"media_and_entertainment.data_science_and_analytics_for_media.data_management":{"Name":"Data Management","Description":"Content providers need to ingest, organize, protect, and preserve an endless amount of data. Data Management on AWS solutions help companies efficiently analyze, visualize, and store structured and unstructured data to provide key insights into current and future business needs. A reliable, secure, and scalable data management system provides access to relevant, accurate, and searchable information that is used to make data-driven decisions."},"defense_and_national_security.mission_accelerators":{"Name":"Mission Accelerators","Description":"Solutions to help mission owners accelerate mission through enhanced complex data processing, increased analyzing speed, and additional intelligence insights."},"defense_and_national_security.mission_accelerators.data_management_1":{"Name":"Data Management","Description":"Combining data sets while preserving the integrity of the information and system is an ever-present challenge for national security, defense, and national law enforcement organizations who work regularly with big data. Data Management solutions on AWS offer data cleansing software to ensure that information consistently matches the corresponding fields, while facilitating a more seamless and effective interface for business intelligence tools to interact with data sets and retrieve information more effectively."},"automotive.vehicle_software_development.data_management_and_analytics":{"Name":"Data Management and Analytics","Description":"Companies involved in the development of autonomous vehicles need a single repository to store data in support of the autonomous development lifecycle. With Data Management, Processing & Analytics solutions, pipelines are created to perform analytics, cataloging, and ETL functions to prepare the data for labeling, machine learning, and simulation. These solutions give companies a flexible and scalable data flywheel, in which categorized data continues to feed workloads that become increasingly iterative with each stage, optimizing model development, simulation, testing, and validation."},"primary_and_secondary_education_k_12.information_systems.data_modernization":{"Name":"Data Modernization","Description":"Data centers are costly to scale and manage. A lack of skilled staff, a struggle to keep up with the changing technology landscape, and evolving data sources are just some of the issues local education and government agencies encounter. Data Modernization solutions on AWS help educational institutions build a more agile foundation for innovation and transformation using the cloud. These solutions help reduce expenditures on data centers and support staff while establishing a cost-effective and scalable approach to modern data analytics."},"research_1.sustainable_funding":{"Name":"Sustainable Funding","Description":"Solutions to support Chief Fundraising Officer in raising funds for Nonprofit"},"research_1.sustainable_funding.data_monetization":{"Name":"Data Monetization","Description":"Funding a nonprofit’s research project has many challenges and risks. Using Data Monetization solutions on AWS, nonprofit researchers can reduce this risk through data monetization opportunities. Researchers can generate additional sources of funding by sharing data, such as detailed research findings, on the cloud."},"analytics.data_management.data_movement_and_integration":{"Name":"Data Movement and Integration","Description":"Massive volumes of data, moving in real-time, across a variety of distributed sources, can be a major obstacle to overcome or process to manage. Transporting and combining data in an efficient, prepared way, and thinking ahead on how and where to integrate it for easy access, can improve any business process - from analytics to application development to sales and marketing."},"application_development_and_devops.application_architecture.data_operations":{"Name":"Data Operations","Description":"A streamlined flow of data leads to accelerated application performance and increases stability. Data operations solutions help you manage streaming data, create high availability and failover, monitor data performance, visualize your workflows, and connect multiple application data sources to work together. Reliable, tuned data operations will enable a reliable application environment. This saves your development team hassle while helping them deliver a consistent customer experience."},"consumer_packaged_goods.it_digital_transformation.data_products":{"Name":"Data Products","Description":"Consumer Packaged Goods (CPG) companies strive to be more data-driven but face common challenges when it comes to gaining business value from data and analytics investments. These challenges include data being siloed, duplicated, or in multiple formats. Data Products solutions on AWS provide an approach for deploying data and analytics capabilities to deliver measurable business value that aligns with strategic goals. These solutions are informed by best practices across industries, including marketing, supply chain, product development, IT, unified commerce, and manufacturing."},"storage.data_protection_security.data_protection":{"Name":"Data Protection","Description":"The data storage and protection challenges faced by organizations today go beyond storage durability. Unintended or accidental data deletions, ransomware attacks, and disaster recovery events require additional protective measures. Data Protection solutions on AWS can help address these challenges by providing the capabilities to preserve and restore an organization's critical data to meet both their data protection and compliance requirements."},"to_be_deprecated_genomics":{"Name":"TO BE DEPRECATED Genomics"},"to_be_deprecated_genomics.data_aggregation_and_governance":{"Name":"Data Aggregation and Governance","Description":"The Data Aggregation & Governance Solution Area helps with aggregating, storing, querying, analyzing, and governing genomics datasets, while quickly linking them with other data modalities and omics."},"to_be_deprecated_genomics.data_aggregation_and_governance.data_security_and_compliance":{"Name":"Data Security and Compliance","Description":"For businesses in the healthcare and life science industries, it’s vital to have security solutions that support compliance with industry standards. Other considerations for businesses include scalability, cost efficiency, and ease of maintenance. Using Data Security & Compliance solutions can help businesses meet these requirements and securely collaborate and share data, supporting security standards and genomic industry compliance."},"security_identity_and_compliance.data_protection.data_security_posture_management_dspm":{"Name":"Data Security Posture Management (DSPM)","Description":"Maintaining appropriate security controls and compliance for data assets across cloud environments is critical. Data Security Posture Management (DSPM) Solutions on AWS provide continuous assessment and monitoring of data security, including discovery of sensitive data, analysis of security controls, and identification of risks to data assets. This helps organizations ensure data protection and compliance, while enabling efficient cloud adoption."},"research_1.fair_equitable_and_open_data.data_sharing_and_compliance":{"Name":"Data Sharing and Compliance","Description":"Funders, research participants, and communities seek transparency from nonprofit research organizations. As such, researchers need a way to quickly share data and findings—without compromising on data security or compliance. Data Sharing & Compliance solutions on AWS provide the tools and services that researchers need to give stakeholders visibility into data findings while complying with security and regulatory best practices."},"charities_and_membership.donor_member_and_volunteer_insights":{"Name":"Donor, Member and Volunteer Insights","Description":"Solutions to enable the Chief Data Officer to bring their previously siloed data together to help their teams identify their top supporters, most active volunteers, and powerful advocates to drive more fundraising and higher impact."},"charities_and_membership.donor_member_and_volunteer_insights.data_unification_and_enhancement":{"Name":"Data Unification and Enhancement","Description":"Nonprofits need to gather and centralize data, fill in gaps in information, and enhance datasets by connecting to new sources. Using AWS solutions, nonprofits can create a single source of truth that unifies data from disparate systems, addressing these challenges."},"charities_and_membership.cloud_fundamentals.data_visualization":{"Name":"Data Visualization","Description":"Many nonprofit organizations collect valuable data, but report that they fail to use this data to support their decision-making. To make more effective decisions, nonprofits need a way to aggregate and visualize the information that they collect. Using Data Visualization solutions on AWS, nonprofits can use flexible, streamlined tools to gain powerful insights. By harnessing the power of their data, these organizations are better equipped to make the right decisions to support their missions."},"enterprise_resource_planning.business_insights.data_warehouse":{"Name":"Data Warehouse","Description":"As SAP customers look to react quickly to their evolving business needs, modernizing their data warehouse is a key component to integrating their data in a manner that can support robust analytics and reporting capabilities. The Data Warehouse solutions on AWS are designed to help SAP customers uncover valuable business insights using a comprehensive dashboard, including the capability to generate \"what-if\" scenarios with both SAP and non-SAP data. With these solutions, SAP customers can improve their analytics and reporting capabilities to accelerate development efforts and derive meaningful, usable insights from their data."},"analytics.data_management.data_warehousing":{"Name":"Data Warehousing","Description":"Data warehousing is a critical component for analyzing and extracting actionable information from your data. Combine disparate data sets, standardize values, extend access, and establish an expandable structure to use your data across multiple business purposes. Deploy a scalable, managed data warehouse in a matter of minutes, and analyze data using your existing business intelligence tools."},"small_and_medium_business.it_and_digital_transformation.data_driven_insights":{"Name":"Data-Driven Insights","Description":"To drive informed decision making small and medium size businesses want to integrate data sources and present data insights in a clear and user-friendly way. Data-Driven Insights solutions provide the information you need to proactively diagnose issues, identify trends, and enable growth."},"charities_and_membership.donor_member_and_volunteer_insights.database_and_application_modernization":{"Name":"Database and Application Modernization","Description":"Nonprofits need modern databases and applications to achieve fast, cost-effective, and secure access to mission-critical data. Migrating to a scalable cloud database solution that takes advantage of software as a service (SaaS) can help. With Database & Application Modernization solutions on AWS, nonprofits can integrate the latest, most secure releases of databases and applications with fewer operational challenges, resulting in better performance when compared to on-premise hosting."},"migration_and_modernization.application_data_and_server_migrations":{"Name":"Application, Data and Server Migrations","Description":"Solutions to help the CIO plan for migrations"},"migration_and_modernization.application_data_and_server_migrations.database_migration":{"Name":"Database Migration","Description":"Accelerate and support your migration from legacy systems to the cloud with tools built to help streamline data transfer, increase processing performance, and simplify connections between your databases and applications. Reduce risk by maintaining your existing architectures while gaining the cost and operational efficiencies of the cloud. Improve replication speed and accuracy, perform change data capture (CDC), and manage code deployment to experience the fastest and most trouble-free migration."},"new_to_aws.migrate_to_the_cloud":{"Name":"Migrate to the Cloud","Description":"This solutions area has cloud migration use cases and solutions for new customers to AWS"},"new_to_aws.migrate_to_the_cloud.database_migration_1":{"Name":"Database Migration","Description":"One of the quickest ways to start seeing the benefits of the cloud is to migrate outdated databases. Hosting databases on the cloud helps you scale your workloads and increase operational efficiency. With Database Migration solutions on AWS, you can securely move your database workloads to the cloud with zero data loss and maximum uptime. AWS databases are purpose-built, helping you to modernize your systems, innovate at scale, and reduce costs for your most critical data workloads."},"security_identity_and_compliance.data_protection.database_security":{"Name":"Database Security","Description":"Protecting databases from unauthorized access and data risks is a critical requirement for organizations. Database Security Solutions on AWS provide comprehensive monitoring, access controls, misconfiguration identification, and data encryption capabilities. These solutions enable organizations to gain visibility into data access patterns, maintain compliance with security standards, and mitigate the risk of data breaches, ultimately enhancing data security and protecting sensitive information."},"supply_chain.data_analytics_and_modeling":{"Name":"Data, Analytics and Modeling","Description":"Solutions to help the CSCO and CTO  upgrade their data and enterprise modeling capabilities to fully leverage the power of cloud in order to drive innovation and resilience in their supply chains."},"supply_chain.data_analytics_and_modeling.decision_intelligence":{"Name":"Decision Intelligence","Description":"Supply chain operations generate zettabytes of diverse data about customer order changes, real-time tracking of production and shipping operations, and inventory levels. Tons of valuable insights can be derived from this data for future decision-making about customer preferences, production load balancing, shipping cost optimization, and more. With traditional analysis techniques, it may take weeks for that data to be processed to generate any useful insights before they become irrelevant. Decision Intelligence solutions on AWS incorporate use of closed-loop Artificial intelligence operations (AIOps) and Machine learning to monitor and maintain decision models and deliver timely actionable recommendations. This allows stakeholders to make near real-time decisions based on data-driven insights."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence":{"Name":"Manufacturing Intelligence","Description":"Solutions to help  the Head of Manufacturing utilize bespoke AI/ML and/or existing AWS services that enable addressing challenges of semiconductor manufacturing related to yield analysis, quality, asset performance, predictive maintenance, security, robotics, automation and supply chain management."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.defect_detection_for_electronic_products":{"Name":"Defect Detection for Electronic Products","Description":"Rising production costs cut into profit margins for companies that manufacture electronic products. As a result, these companies seek to increase their facilities’ production capabilities and increase production efficiency. They need a way to identify losses, eliminate defects, and improve the quality of production. Defect Detection for Electronic Products solutions on AWS provide near real time defection detection. Once a defect is detected, these solutions send notifications to help companies take corrective actions and minimize product launch delays."},"consumer_packaged_goods.supply_chain.demand_forecasting_and_planning":{"Name":"Demand Forecasting and Planning","Description":"Consumer Packaged Goods (CPG) supply chain leaders can proactively sense consumer demand and improve forecast accuracy by incorporating machine learning (ML) into their planning processes. Demand Forecasting & Planning solutions on AWS provide sophisticated ML and deep learning models that can incorporate detailed internal and external data to improve demand planning and inventory management. These solutions help CPG leaders to maintain a lean inventory in the value chain while managing for potential disruptions across the supply network."},"retail.intelligent_supply_chain.demand_forecasting_and_planning_1":{"Name":"Demand Forecasting and Planning","Description":"Retail organizations need an accurate way to predict future sales using historical data so that they know how much product to produce or stock. Demand Forecasting and Planning solutions use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data and retailer history. These ML algorithms generate high-quality forecasts through “what-if” simulations to help marketing, finance, and other stakeholders align on capacity planning."},"agriculture.supply_chain_2":{"Name":"Supply Chain","Description":"Solutions to help the SVP of Supply Chain improve supply chain performance, with a focus on increasing transparency of their supply chains in support of sustainability efforts, product quality tracking, inventory management, consumer expectations, and production optimization."},"agriculture.supply_chain_2.demand_forecasting_and_planning_2":{"Name":"Demand Forecasting and Planning","Description":"Businesses that are involved with the production and processing of food, or agri-food companies, need an accurate way to use historical data to predict future sales. That way, they can meet demand while controlling working capital investment. Using Demand Forecasting & Planning solutions on AWS, agri-food businesses can implement machine learning in their demand forecasts, which helps improve production lead times and increase operational efficiency."},"supply_chain.planning_and_optimization":{"Name":"Planning and Optimization","Description":"Solutions to help the CSCO deploy new constraint-based planning systems to plan their supply chains and respond to changes in real-time."},"supply_chain.planning_and_optimization.demand_forecasting_and_planning_3":{"Name":"Demand Forecasting and Planning","Description":"Forecasting for future demand is dependent on unpredictable factors such as weather, shipping routes, or global events. Demand Forecasting and Planning solutions use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data and retailer history. These ML algorithms generate high-quality forecasts through “what-if” simulations to help marketing, finance, and other stakeholders align on capacity planning."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1":{"Name":"Supply Chain Management","Description":"Solutions to help the Head of Supply Chain improve margin through improved end to end supply chain operations (sourcing, procurement, supply chain planning & execution functions throughout the value chain) and preventing production disruption due to material shortages."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1.demand_management":{"Name":"Demand Management","Description":"Hi-tech, electronics, and semiconductor companies face unique challenges when they forecast and manage supply chain demand for their products. They can’t always identify end customers or markets. The multi-layered supply chain, including contract manufacturers, distributors, and wholesalers, limits their visibility. Additionally, geopolitics, trade wars, local market conditions, and changing technological needs impact demand management data. Demand Management solutions on AWS use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data, distribution history, and consumer market trends. By using these solutions, companies can generate high-probability forecasts with “what-if” simulations that help stakeholders visualize capacity planning."},"new_to_aws.apply_machine_learning_ai_ml":{"Name":"Apply Machine Learning (AI/ML)","Description":"This solution area has solutions for use cases related to where & when to apply Machine Learning for new customers to AWS."},"new_to_aws.apply_machine_learning_ai_ml.demand_planning_and_forecasting":{"Name":"Demand Planning and Forecasting","Description":"Without the right tools, it can be difficult to predict your inventory levels, financials, or other resources accurately. Machine learning-based forecasting solutions can help. Demand Planning & Forecasting solutions on AWS use machine learning to predict future time-series data based on historical information, and require no machine learning experience. You can leverage forecasting solutions for inventory planning in retail, or, you may need financial planning to forecast key financial metrics such as revenue, expenses, and cash flow. Resource planning, such as staffing levels and predicting raw material for manufacturing, are also all examples where AWS can help you make predictions."},"travel_and_hospitality.optimize_core_operations.deployment_and_operations_optimization":{"Name":"Deployment and Operations Optimization","Description":"Travel and hospitality (T&H) companies need to optimize the deployment of resources, assets, and people to operate at maximum efficiency. Using Deployment & Operations Optimization solutions on AWS, teams can gain full visibility over their assets and the movement of their resources and inventory. By taking advantage of these solutions, T&H companies can maximize resource usage, reduce resource deployment costs, and improve system resiliency while promoting operational efficiency."},"resilience.observability.detection":{"Name":"Detection","Description":"Detection is key in ensuring your applications are resilient, but is only effective if you're monitoring the right metrics, logs, and traces — key data points in observability. Utilizing instrumentation to understand data associated with the customer experience, scope of the impact, and the operational health is imperative to support failure detection. Use these resilience solutions to strengthen your detection mechanisms."},"new_to_aws.develop_and_deploy_cloud_applications.development_acceleration":{"Name":"Development Acceleration","Description":"Developing new applications can be time consuming, and releasing code with bugs can cause security risks. Customers who are new to the cloud are looking for ways to decrease cloud application development time and detect and remediate bugs in their code. Development Acceleration solutions on AWS harness the power of artificial intelligence and machine learning (AI/ML) to suggest code and detect potential bugs. With these solutions, you can build, and deploy applications faster and more securely."},"application_development_and_devops.modern_application_development.development_environments":{"Name":"Development Environments","Description":"Like any craftsperson, developers understand that their programming tools matter. Development environments on AWS will help you and your team edit code, seamlessly integrate AWS services, and enable easy collaboration with colleagues. Maintain control over your code with a fully functional development workspace that helps you establish reusable configurations, deploy Infrastructure as Code (IaC), and manage versioning and prototypes."},"internet_of_things_iot.edge_and_device_infrastructure":{"Name":"Edge and Device Infrastructure","Description":"Edge & Device Infrastructure (EDI) Use Cases and their corresponding Solution Responses combine hardware, firmware/OS/RTOS, devices/sensor, connectivity, and security infrastructure essential for building, extending, or optimizing IoT solutions. EDI Use Cases are focused on enabling device connectivity and managing fleet of IoT-enabled devices with functions such as OTA management, certificate management, detecting intrusions and security incidents."},"internet_of_things_iot.edge_and_device_infrastructure.device_connectivity":{"Name":"Device Connectivity","Description":"Connecting devices to the cloud requires specialized competencies. The Device Connectivity solutions on AWS provide easy to deploy frameworks incorporating security best practices and accelerate development of scalable connected products."},"retail.smart_stores.device_management":{"Name":"Device Management","Description":"Retailers need efficient device management solutions to ensure that their remote and Internet of Things (IoT) devices, as well as their tablets, phones, and workplace tools are functioning optimally and securely. By adopting the Device Management solutions on AWS, retailers can improve device uptime, increase productivity, reduce costs, keep connected devices secure, and provide a better customer experience."},"enterprise_resource_planning.cloud_migrations_and_operations":{"Name":"Cloud Migrations and Operations","Description":"Solution to help the VP of IT identify the right ERP workload to prioritize, orchestrate and accelerate the migration efforts using optimal solutions"},"enterprise_resource_planning.cloud_migrations_and_operations.devops_and_testing":{"Name":"DevOps and Testing","Description":"Accelerating software delivery while maintaining quality is a key challenge for SAP customers. DevOps & Testing solutions on AWS help SAP customers release new capabilities faster by enabling comprehensive testing environments and robust DevOps practices. This allows for increased delivery speed, smoother releases, and improved software quality."},"automations.low_code_no_code.devops_site_reliability_engineering_sre_and_it_ops_automations":{"Name":"DevOps, Site Reliability Engineering (SRE) and IT Ops Automations","Description":"Engineers responsible for IT operations struggle to optimize time spent on tasks like reviewing support tickets, protecting credentials and other secrets, and securing the software supply chain. DevOps, Site Reliability Engineering (SRE) & IT Ops Automations Solutions on AWS leverage artificial intelligence and observability to detect performance issues and potential vulnerabilities. These specialized task automations enhance operational efficiency and security posture for businesses, automating security checks in CI/CD pipelines to protect production deployments from emerging threats."},"insurance.digital_experience":{"Name":"Digital Experience","Description":"Development of an integrated Omni-Channel Experience platform that showcases to insurance carriers how to build a deploy next-gen call centers and customer portals that share information in real-time, pre-populate forms and auto-complete submissions based on information captured during sessions, and augment the customer experience by recommending next-best action as well as personalizing the digital interaction.  This would leverage Amazon Connect, Textract, Comprehend, Pinpoint, SageMaker, and Lambda functions to create new mobile and call center experience platform centered on differentiating the insurance experience for customers. These and additional AWS and partner services can also be used to drive straight through processing to further enhance the customer experience."},"insurance.digital_experience.digital_and_customer_experience_transformation":{"Name":"Digital and Customer Experience Transformation","Description":"Insurance companies are using solutions on AWS to power their digital transformations, including providing omnichannel sales and service capabilities. Agents, customer service reps, and customers can access real-time, personalized data and tools for service, quoting, and claims through portals, mobile devices, and contact center UIs."},"spatial_computing.spatial_data":{"Name":"Spatial Data","Description":"Solutions to enable the CTO to manage 3D data pipelines through asset management, scalable compute for generative content, and cloud rendering. This optimizes 3D infrastructure, enabling centralized data ingestion, creation, and distribution."},"spatial_computing.spatial_data.digital_asset_management":{"Name":"Digital Asset Management","Description":"Organizations face challenges in managing and distributing spatial data assets across complex processes, leading to data hygiene issues and redundancy that hinder innovation. Digital Asset Management solutions on AWS help organizations simplify data pipelines for ingesting, storing, and managing spatial computing assets like 3D objects, models, scenes, IoT, and geospatial data. By centralizing these assets in one location, organizations can maximize value extraction, reduce redundancy, and leverage AWS infrastructure benefits, ultimately streamlining operations and fostering innovation across varied stakeholders."},"banking.core_banking_modernization.digital_bank_launch":{"Name":"Digital Bank Launch","Description":"Banking customers are looking for more efficient ways to access banking records and complete financial transactions outside of local branches. Using Digital Bank Launch solutions on AWS, banks can capitalize on modern technology to gather important data and drive decision-making. With these solutions, banks can better learn about their customers’ behaviors, take advantage of APIs from other banks, and offer banking services on any device at any time."},"automotive.digital_customer_experience.digital_commerce":{"Name":"Digital Commerce","Description":"Automotive companies are focused on delivering a seamless customer journey. As a result, they are building digital commerce solutions on AWS that make it simpler for drivers to customize and purchase vehicles, accessories, and parts. Using AWS tools, automakers deliver exciting applications and can facilitate a powerful customer experience across channels, including business-to-consumer branded sites and business-to-business operations."},"agriculture.ag_retail":{"Name":"Ag Retail","Description":""},"agriculture.ag_retail.digital_commerce_1":{"Name":"Digital Commerce","Description":"Agricultural companies with retail operations are looking to launch or improve electronic commerce (ecommerce) solutions. These companies include equipment manufacturers, input providers, and ag retailers, all of which supply farmers and ranchers with products and services. Using Digital Commerce solutions on AWS, these companies can quickly launch, refresh, and scale their ecommerce platforms while optimizing the customer experience."},"hi_tech_electronics_and_semiconductor.smart_connected_products.digital_customer_experience":{"Name":"Digital Customer Experience","Description":"Electronic product companies see countless online customer interactions, including direct engagement with a product’s website, indirect engagements through resellers, use of product-associated mobile apps, and social media exchanges. Any virtual customer touchpoint results in data that companies can use to improve the customer experience. Digital Customer Experience solutions on AWS help companies effectively capture and analyze data using smart, cloud-connected devices. This data can provide insights into areas where companies can improve the digital experience for customers."},"justice_and_public_safety.law_enforcement.digital_forensics_and_evidence_management_systems":{"Name":"Digital Forensics and Evidence Management Systems","Description":"During operations and investigations, law enforcement agencies encounter massive amounts of digital evidence. Digital evidence will only keep growing as technology use advances, and these agencies need a way to securely store and manage this amassed data. Digital Forensics & Evidence Management Systems solutions on AWS provide secure, cost-effective, and scalable services to help agencies manage, store, and analyze digital evidence. These cloud-based solutions support data compliance, the preservation of data integrity, and the chain of custody."},"charities_and_membership.donor_experiences":{"Name":"Donor Experiences","Description":""},"charities_and_membership.donor_experiences.digital_fundraising":{"Name":"Digital Fundraising","Description":"Every year, more donors are contributing to Charities and Membership organizations via online channels. Building an effective digital fundraising system is critical to reaching more donors, finding the right grants, and growing a financial support network. These organizations need tools to help them build a more complete understanding of why their donors give and what types of outreach and reporting their donors expect. Digital Fundraising solutions on AWS can help nonprofits engage with donors using their preferred touch points, level of engagement, and donation amounts and frequency."},"engineering_and_design.system_engineering":{"Name":"System Engineering","Description":"Increasing product complexity, heterogeneous tools, silo’ed data and processes across diverse stakeholders has challenged engineering organizations to adopt systems engineering methodology that represents a multi-disciplinary approach to product development lifecycle. Systems engineering involves identification and quantification of system goals, creation of alternative system design concepts, performance of design trades, selection and implementation of the best design, verification that the design is properly built and integrated, and post-implementation assessment of how well the system meets (or met) the goals. System engineering solutions connect data across various digital engineering workloads such as modeling and simulation, lifecycle management (PLM, ALM) and other enterprise systems to create data transparency and efficient collaboration."},"engineering_and_design.system_engineering.digital_thread":{"Name":"Digital Thread","Description":"Customers with siloed enterprise systems are challenged with duplicated efforts, inaccessible data, limited traceability, and reduced collaboration. This causes poor design decisions and inhibits innovation in a competitive market. With an integrated digital engineering architecture, the Digital Thread solutions on AWS seamlessly connect data across multiple enterprise systems and stakeholders. The result: improved data sharing, management, control, traceability, and transparency."},"internet_of_things_iot.industrial_iot":{"Name":"Industrial IoT","Description":"IoT use cases for the VP of Manufacturing Operations that enable manufacturing, logistics, and other industrial customers to optimize operations, improve quality control, and implement predictive maintenance through connected industrial equipment, machinery, and systems."},"internet_of_things_iot.industrial_iot.digital_twin":{"Name":"Digital Twin","Description":"Analyzing and optimizing complex physical systems through traditional methods can be cumbersome and limited in their ability to capture timely insights. Deploying digital twin technology virtually replicates and mirrors the structure and behavior of their physical assets. Through digital twins they can get a simplified visual context of their assets (equipment, sites, products, processes) performance and related processes, saving time and operational costs related to system analysis and optimization. These digital models integrate data across IoT sensors, spatial information, and advanced analytics to provide a holistic view for customers. The AWS Digital Twin Framework provides a unified architecture spanning data collection, spatial data lakes, predictive modeling, and applications that consume and action the data. This framework enables flexible pathways to build and scale digital twin deployments across multiple business outcomes like asset performance management, product and process optimization, engineering design, site layout optimization, and an augmented workforce."},"engineering_construction_and_real_estate.operations_and_maintenance":{"Name":"Operations and Maintenance","Description":"Solutions to help the Head of Operations optimize the performance and use of built infrastructure with a focus on smart buildings, digital twins, energy management, and sustainability."},"engineering_construction_and_real_estate.operations_and_maintenance.digital_twins_for_asset_management":{"Name":"Digital Twins for Asset Management","Description":"Organizations are more frequently using digital twins to better measure, monitor, and manage building use, maintenance needs, and equipment performance. Digital twins can increase operational efficiency by demonstrating how your equipment will function or degrade over time through a digital representation. Digital Twins for Asset Management solutions on AWS provide machine learning, Internet of Things (IoT), artificial intelligence, and advanced modeling techniques to create a dynamic virtual representation of built environments."},"automations.digital_workers":{"Name":"Digital Workers","Description":"Solutions enabling the Head of Automations to deploy digital worker assisted task automations such as document processing and finance business flows, as well as automations for modernization and IT Ops."},"automations.digital_workers.digital_worker_assisted_contact_center":{"Name":"Digital Worker Assisted Contact Center","Description":"Organizations with call centers of more than 2,000 seats aim to optimize operating expenses by reducing average handling time, lowering call abandonment rates, and decreasing agent turnover. Digital Worker Assisted Contact Center solutions on AWS enhance human work through artificial intelligence and machine learning. With these solutions, organizations can create an automated call center that reduces average call handling time and decreases operating expenses for call center-based organizations."},"consumer_packaged_goods.digital_commerce":{"Name":"Digital Commerce","Description":"Solutions to help the VP of Sales create a unified commerce experience moving between different digital channels and physical stores."},"consumer_packaged_goods.digital_commerce.direct_to_consumer_ecommerce":{"Name":"Direct to Consumer eCommerce","Description":"Consumer Packaged Goods (CPG) companies know the importance of attracting new shoppers, building deeper relationships with consumers, and driving direct sales through integrated eCommerce systems. The Direct to Consumer eCommerce solutions on AWS can help companies migrate existing eCommerce systems to the cloud and take advantage of modern, cost-effective cloud services. With these solutions, CPG companies can quickly implement changes, scale up and down more readily, and ensure the best overall customer experience."},"new_to_aws.optimize_it_operations.disaster_recovery":{"Name":"Disaster Recovery","Description":"An unexpected disaster can result in data loss and severely impact business operations. Disaster Recovery solutions on AWS minimize downtime and data loss with fast and reliable recovery of on-premises and cloud-based applications using affordable storage, minimal compute, and point-in-time recovery. These solutions can help you meet your recovery point objective (RPO) and recovery time objective (RTO) to ensure business continuity."},"agriculture.equipment_manufacturing":{"Name":"Equipment Manufacturing","Description":"Solutions to help the SVP of Manufacturing improve quality, cost, and productivity through automation and process optimization."},"agriculture.equipment_manufacturing.discrete_manufacturing_data_framework":{"Name":"Discrete Manufacturing Data Framework","Description":"Ag equipment manufacturers need an efficient, cost-effective way to manage industrial data at scale for their smart-manufacturing solutions. With Discrete Manufactuing solutions, companies can access preconfigured, cloud-based Internet of Things (IoT) applications to support their smart-manufacturing data strategies. With the Discrete Manufacturing Data Framework in place, manufacturers can access, maintain, and manage their data in a centralized AWS account, reducing costs while accelerating innovation."},"travel_and_hospitality.customer_service.disruption_handling_and_communications":{"Name":"Disruption Handling and Communications","Description":"For organizations in the travel and hospitality (T&H) industry, having the ability to manage and support customers during irregular operations, including delays and cancellations, is essential. Disruption Handling & Communications solutions on AWS can help T&H organizations by providing a holistic view of current operations and implications so managers can better predict disruptions, take preemptive measures, and communicate accordingly. With these solutions, companies can reduce disruption impact on customer experience and operation management and lower the overall cost for remediation."},"security_identity_and_compliance.infrastructure_security.distributed_denial_of_service_ddos_protection":{"Name":"Distributed Denial of Service (DDoS) Protection","Description":"Maintaining service availability and defending against volumetric, protocol, and application-layer attacks that attempt to overwhelm and disrupt services is a significant challenge. Distributed Denial of Service (DDoS) Protection Solutions on AWS provide real-time traffic analysis, automatic threat detection, and mitigation at scale, filtering malicious traffic while allowing legitimate requests. These solutions help maintain service availability and provide robust defense against DDoS attacks."},"retail.intelligent_supply_chain.distributed_order_management":{"Name":"Distributed Order Management","Description":"Retailers often face the challenge of coordinating order fulfillment across multiple sales channels in an omni-channel environment. Distributed Order Management solutions on AWS connect disparate channels and enable profitable order fulfillment. By using these solutions, retailers can analyze real-time inventory, optimize logistics, and execute the optimal fulfillment strategy for their customers, whether orders are placed in-store, online, or through mobile devices."},"retail.advanced_data_insights.document_processing":{"Name":"Document Processing","Description":"Retailers are looking for better solutions for processing and managing documents. By using these Document Processing solutions on AWS, businesses can improve the way they manage various documents, including contracts."},"oil_and_gas.downstream.downstream_logistics_optimization":{"Name":"Downstream Logistics Optimization","Description":"The advent of energy-focused cloud technology now gives the Oil & Gas industry the capability to improve the visibility and management of supply chain and logistics operations. Orchestrating critical processes, automating workflows, and allowing cross-functional personnel to work efficiently together are just some of these advantages. The Downstream Logistics Optimization solutions on AWS improve the tracking, analysis, forecasting, and optimization of hydrocarbon operations. By combining geospatial intelligence and machine-learning services, the solutions improve how schedulers, operators, and field personnel manage logistics operations of feeds, intermediates, and products. This improves business costs, field efficiency, and utilization while lowering risk."},"retail.digital_commerce_1.e_commerce_migration":{"Name":"E-commerce Migration","Description":"On-premises infrastructure can present a challenge for businesses in the retail industry that are looking to optimize their ecommerce operations. By migrating to AWS, retailers can experience increased scalability and availability, as well as cost optimization. Using these E-commerce Migration solutions can help businesses focus on their business objectives rather than spending time and resources managing infrastructure."},"consumer_packaged_goods.digital_commerce.ecommerce_migration":{"Name":"eCommerce Migration","Description":"Many Consumer Packaged Goods (CPG) organizations have experienced the challenges of on-premise eCommerce, like limited scaling and availability and high costs. eCommerce Migration solutions on AWS help CPG organizations migrate their eCommerce to the Cloud and away from the difficulties of an on-premise system. With these solutions, CPG organizations can focus on creating a positive brand experience that scales to meet their consumers' expectations and needs."},"hi_tech_electronics_and_semiconductor.design_and_verification.eda_compute_cost_estimation":{"Name":"EDA Compute Cost Estimation","Description":"Electronic design automation (EDA) includes many types of discrete high performance computing (HPC) workloads. As such, estimating costs for running EDA workloads is laborious, requires access to sensitive HPC logs, and is often inaccurate. Semi-manual reporting on EDA workflows can take weeks to complete, while only providing total IT cost estimates. EDA Compute Cost Estimation solutions on AWS give you a detailed, workload-aware cost analysis. With visibility into costs, you can avoid overspending on EDA-related computing."},"internet_of_things_iot.edge_and_device_infrastructure.edge_compute":{"Name":"Edge Compute","Description":"Industrial and enterprise businesses need intelligent applications to be deployed at the edge. The Edge Compute solutions on AWS help customers connect, collect, store, and analyze data at the edge. This set of solution responses supports low-latency, local processing, and intermittent connectivity."},"retail.smart_stores.edge_computing":{"Name":"Edge Computing","Description":"To keep up with the ever-increasing expectations of customers, retailers must invest in their stores to deliver a better customer experience. Using Edge Computing Solutions on AWS, retailers can create a smart-store architecture that runs both cloud and edge workloads and supports advanced capabilities, like Internet of Things and computer vision projects. With these solutions, retailers can deliver unique in-store experiences to customers and automate tasks for peak efficiency."},"travel_and_hospitality.optimize_it":{"Name":"Optimize IT","Description":""},"travel_and_hospitality.optimize_it.edge_operations":{"Name":"Edge Operations","Description":"Travel and hospitality companies want to improve website responsiveness, maintain system functionality, and protect their networks from denial-of-service attacks so they can provide travelers and guests with a seamless digital experience. Edge Operations solutions on AWS offer the redundancy, ultra-low latency, and near real-time responsiveness needed to enable continuity of service. Using Edge Operations solutions on AWS, Travel and hospitality companies can confidently serve their customers from the Cloud, or properties, and reduce costs."},"automotive.vehicle_software_development.edge_software_and_security":{"Name":"Edge Software and Security","Description":"Automotive manufacturers are facing difficulties in transitioning into data-driven organizations. While they want to use data-generated insights to reinvent their product offerings, inefficient data collection and data silos are a few of the reasons why this challenge has been difficult to solve. Edge Data Management solutions on AWS are applicable at all stages of an automotive manufacturer's data journey. These solutions help to streamline challenges ranging from data and video collection to campaign management, enabling the creation of near-real-time insights."},"charities_and_membership.member_experiences":{"Name":"Member Experiences","Description":"Solutions to enable the Chief Digital Officer to provide enhanced digital experiences, programming, resources, and services for their membership, helping them reach new audiences and expand their influence."},"charities_and_membership.member_experiences.educational_content_delivery":{"Name":"Educational Content Delivery","Description":"Professional development and educational initiatives are great incentives for nonprofit members and revenue generators for nonprofit organizations. Educational Content Delivery solutions on AWS help nonprofit organizations create online, scalable, and modern content delivery and educational applications to support their membership and programming offerings. Using guided step-by-step workflows, these solutions streamline the processes for nonprofit organizations to deliver valuable learning content and achieve their annual programming goals."},"travel_and_hospitality.optimize_it.efficient_it_operations":{"Name":"Efficient IT Operations","Description":"Travel and hospitality (T&H) companies are looking for ways to operate more efficiently and keep up to date on the latest technology so that they can continually improve and reinvent their IT. By using Efficient IT Operations solutions on AWS, companies can optimize their IT operations, improving agility and performance through the adoption of technology that drives efficiency and better serves customers. Companies in the T&H industry can acquire and retain top talent, continually reduce IT costs, and engage their workforces by demonstrating a commitment to innovation."},"power_and_utilities":{"Name":"Power and Utilities"},"power_and_utilities.electricity_transmission_and_distribution":{"Name":"Electricity Transmission and Distribution","Description":"Solutions that enable the Chief Operations Officer to drive operational efficiencies by reducing costs, improving reliability, resilience and providing the business with ability to support their decarbonization initiatives."},"power_and_utilities.electricity_transmission_and_distribution.electric_meter_analytics":{"Name":"Electric Meter Analytics","Description":"Most electric utility companies have yet to fully harness the potential of their smart meter data, partly because the data remains trapped within on-premises legacy systems designed primarily for monthly billing processes. Electric Meter Analytics solutions on AWS integrate data from multiple sources, preparing utility companies for the massive data volumes that Advanced Metering Infrastructure (AMI) 2.0 will generate. These solutions offer predictive maintenance, energy efficiency recommendations, volt-var optimization, improved forecasting accuracy, and anomaly detection, helping to modernize systems at the household, circuit, and grid levels."},"hi_tech_electronics_and_semiconductor.design_and_verification.electronic_design_automation_eda":{"Name":"Electronic Design Automation (EDA)","Description":"Semiconductor companies require increasing amounts of compute and storage for electronic design automation (EDA). These companies face challenges in setting up and maintaining hybrid or on-premise solutions. By contrast, cloud-based EDA reduces the effort customers require to achieve their performance and cost goals for the design and verification of semiconductors. AWS Software Partners and AWS Systems Integrator (SI) Partners offer solutions for EDA in the cloud, as well as guidance based on Scale-Out Computing on AWS."},"engineering_and_design.electronics_design":{"Name":"Electronics Design","Description":"Solutions to enable the VP of Engineering to stay at the forefront of technological advancements, deliver innovative and efficient products, and maintain a competitive edge in their respective markets."},"engineering_and_design.electronics_design.electronic_design_automation_eda_1":{"Name":"Electronic Design Automation (EDA)","Description":"Electronics manufacturing organizations require increasing amounts of compute and storage for electronic design automation (EDA). These companies face challenges in setting up and maintaining hybrid or on-premise solutions. By contrast, cloud-based EDA reduces the effort customers require to achieve their performance and cost goals for the design and verification of semiconductors. AWS Software Partners and AWS Systems Integrator (SI) Partners offer solutions for EDA in the cloud, as well as guidance based on Scale-Out Computing on AWS."},"hi_tech_electronics_and_semiconductor.new_product_development.embedded_systems_software_development":{"Name":"Embedded Systems Software Development","Description":"Engineering teams see hardware dependencies as a critical challenge, especially when access to hardware is limited or hardware is under development. Outdated workflows constrain the deployment of software updates, making bug identification difficult unless code is deployed on customer hardware. Embedded Systems Software Development solutions on AWS provide an integrated software-hardware development platform that includes DevOps best practices. These solutions provide access to a large selection of physical devices to address hardware dependencies."},"justice_and_public_safety.emergency_communications.emergency_call_handling":{"Name":"Emergency Call Handling","Description":"In the past, a person responding to an emergency call had to rely solely on the information the caller could provide. This leads to wasted time, especially if the caller is unable to provide accurate information in moments of distress. Emergency Call Handling solutions on AWS enable call takers and first responders to get more information in near real-time, such as a caller’s exact location and environment. This gives first responders the information they need to provide immediate assistance."},"engineering_construction_and_real_estate.design_and_engineering.end_user_computing":{"Name":"End User Computing","Description":"Businesses in the engineering, construction, and real estate industries are looking to simplify deployment, licensing, and access to critical desktop software while improving data security and employee productivity. End User Computing solutions on AWS simplify critical software deployment and access by co-locating end user desktop compute data and creating a more secure and collaborative environment. With these solutions, businesses can spend less on expensive high-performance workstations and standardize software and collaboration efforts."},"security_identity_and_compliance.threat_detection_and_response":{"Name":"Threat Detection and Response","Description":"Solutions to enable a Security Lead to enhance their security posture and streamline security operations by continuously identifying, prioritizing, and remediating security risks, while integrating security practices in the development lifecycle."},"security_identity_and_compliance.threat_detection_and_response.endpoint_detection_and_response_edr":{"Name":"Endpoint Detection and Response (EDR)","Description":"Cybersecurity teams want to detect and respond to advanced threats targeting endpoints in real-time. Endpoint Detection and Response (EDR) Solutions on AWS provide continuous monitoring, automated threat detection, incident investigation capabilities, and guided remediation actions across workstations, servers, and containers. EDR enhances security posture and reduces the risk of data breaches by enabling rapid threat detection and response."},"new_to_aws.improve_security_posture.endpoint_security":{"Name":"Endpoint Security","Description":"As you get started on AWS, you should take measures to protect your resources from cyberthreats. Cyber attackers often target endpoints, such as servers and mobile devices, as entry points into an organization’s network. Endpoint Security solutions help secure managed endpoints, such as desktops, laptops, servers, workstations, and mobile devices, from malicious attacks, both on-premises and in the cloud. These solutions also offer features to investigate and remediate threats."},"internet_of_things_iot.smart_consumer_commercial_products.energy_management":{"Name":"Energy Management","Description":"In order to improve their energy savings, companies must have methods to track their consumption. The Energy Management solutions on AWS include IoT tools, such as ready-made sensors and analytics to help companies optimize their energy consumption and reduce their energy bills. These solutions can be used with or without integration into energy systems, giving organizations both the flexibility and the visibility into their energy consumption."},"consumer_packaged_goods.manufacturing_and_product_development.energy_use_optimization":{"Name":"Energy Use Optimization","Description":"In order to understand end-to-end carbon emissions and reduce energy expenses, Consumer Packaged Goods (CPG) companies need to monitor and analyze manufacturing operations —including water usage, energy consumption, transportation costs, and greenhouse gas emissions. But many lack the tools they need to identify savings opportunities, prioritize interventions, or measure and verify performance. By using Energy Use Optimization solutions on AWS, organizations can track energy use and their CFPs, implement targeted efficiency measures, and reduce overall energy and emissions while driving sustainable cost reductions."},"sustainability.biodiversity_natural_resources":{"Name":"Biodiversity & Natural Resources","Description":"Environmental conservation, preservation of natural stocks, and maintenance of ecosystem services. Protection of watersheds, freshwater resources, biodiversity, and natural forests are examples of natural resource management. Land use transformation is the primary source of nature loss, declining biodiversity, and access to freshwater."},"sustainability.biodiversity_natural_resources.energy_use_optimization_1":{"Name":"Energy Use Optimization","Description":"Leaders in manufacturing and industrial organizations need to optimize their energy consumption to lower both their costs and their carbon footprint (CFP). But many lack the tools they need to identify savings opportunities, prioritize interventions, or measure and verify performance. By using Energy Use Optimization solutions on AWS, organizations can track energy use and their CFPs, implement targeted efficiency measures, and reduce overall energy and emissions while driving sustainable cost reductions."},"consumer_packaged_goods.manufacturing_and_product_development.engineering_design_desktop":{"Name":"Engineering & Design Desktop","Description":"The Consumer Packaged Goods (CPG) industry continues to modernize and that includes providing robust remote capabilities for their operations and administrative teams. Engineering & Design Desktop solutions on AWS enable companies to facilitate remote workforce collaborations to improve productivity, while also meeting security and performance requirements. With these solutions, CPG companies can empower designers and engineers to work remotely without having to worry about aging infrastructure, while administrators can centrally manage capabilities in a cost-effective way."},"agriculture.equipment_manufacturing.engineering_design_applications":{"Name":"Engineering Design Applications","Description":"For agricultural companies with a remote engineering workforce, cloud-hosted workstations present an opportunity to improve productivity. Using Engineering Design Applications & Desktop solutions on AWS, employees can quickly provision the tools that they need to perform their work without worrying about aging infrastructure. Using these solutions, agricultural businesses can improve collaboration between remote workers and boost productivity while meeting security and performance requirements."},"manufacturing_industrial.engineering_and_development_1.engineering_design_applications_and_desktops":{"Name":"Engineering Design Applications and Desktops","Description":"Industrial companies have the opportunity to improve productivity through remote work by giving employees access to cloud hosted engineering workstations. Engineering Design Applications & Desktop solutions on AWS let employees provision tools through the engineer solution portal without having to worry about aging infrastructure. Administrators also have the ability to centralize and manage this capability in a cost-effective way. Using these solutions helps businesses facilitate remote workforce collaboration, resulting in improved productivity, while also helping them meet security and performance requirements."},"aerospace_and_satellite.engineering_research_and_development.engineering_design_applications_and_desktops_1":{"Name":"Engineering Design Applications and Desktops","Description":"Aerospace companies have the opportunity to improve productivity through remote work by giving employees access to cloud hosted engineering workstations. Engineering Design Applications & Desktop solutions on AWS let employees provision tools through the engineer solution portal without having to worry about aging infrastructure. Administrators also have the ability to centralize and manage this capability in a cost-effective way. Using these solutions helps businesses facilitate remote workforce collaboration, resulting in improved productivity, while also helping them meet security and performance requirements."},"credit_unions.member_experiences_1.enhance_unify_and_leverage_data":{"Name":"Enhance, Unify and Leverage Data","Description":"Credit unions want to understand their members better and deliver solutions that add meaningful value to the customer experience. Keeping up with the evolving needs of members is key to attaining and maintaining engagement. With the Enhance, Unify & Leverage Data solutions on AWS, credit unions can gather and centralize data, fill in gaps of information, and enhance datasets for their members. By unifying data from disparate systems, credit unions can create a single source of truth and then build visuals to help them improve engagement and better understand their members."},"credit_unions.it_optimization_1":{"Name":"IT Optimization","Description":"Solutions to help Chief Operating Officer in reducing technology costs and to keep IT modern, scalable, and efficient. Support continuity for business processes and procedures with efficient, effective, and resilient technology."},"credit_unions.it_optimization_1.enterprise_application_modernization":{"Name":"Enterprise Application Modernization","Description":"Migrating to Amazon Web Services (AWS) unlocks efficiencies and operational benefits. From lower costs to increased speed, AWS helps Credit Unions focus more on their core competencies and helps reimagine how they work and innovate. Credit Unions can migrate any workload including enterprise applications for CRM, HCM, workflow management, Accounting, and many more."},"storage.specialized_applications_and_advanced_processing.enterprise_applications_with_file_or_block_storage":{"Name":"Enterprise Applications with File or Block Storage","Description":"Managing data for enterprise applications can be complex and costly. AWS offers enterprise SAN storage solutions for a variety of applications and databases that require enhanced increased performance, simplicity, and resilience. These solutions provide scalable and cost-effective storage options that improve data management and enhance application performance, enabling businesses to efficiently migrate and run their enterprise applications."},"manufacturing_industrial.engineering_and_development_1.enterprise_product_lifecycle_management":{"Name":"Enterprise Product Lifecycle Management","Description":"For industrial companies, it's important to scale product lifecycle management (PLM) infrastructure performance to support the requirements of concurrent engineering teams. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"insurance.modern_data_platforms":{"Name":"Modern data platforms","Description":"Development of a platform to capture Policy, Billing, and Claims transaction data into a data lake (S3) and structured data environment (DynamoDB, Redshift), and align that data to industry standards (ACORD).  Enable the capture and integration of 3rd party data, extract additional information from unstructured (document/forms, communications) and semi-structured data data sources, and create a simplified data reporting and analytics environment that minimizes ETL / data transformation, and allows business users to create business reporting and analytics on a self-service basis."},"insurance.modern_data_platforms.enterprise_reporting_and_analytics":{"Name":"Enterprise Reporting and Analytics","Description":"To enhance enterprise reporting and analytics, many insurance carriers face the challenge of structuring information for reports, re-creating business logic, and delivering consistent metrics and insights across business silos. Digital transformation drives the ability of companies to harness data and manage and improve their business reporting. Using AWS services and AWS partners, users can deploy advanced reporting and analytics solutions."},"oil_and_gas.downstream.equipment_health_and_maintenance":{"Name":"Equipment Health and Maintenance","Description":"Downstream refining and manufacturing facilities always seek to improve equipment reliability, performance, and maintenance costs to maximize profitability and business value. However, aging operational equipment and resource-intensive maintenance activities pose a risk both to field personnel and to downstream enterprises as a whole. Equipment Health and Maintenance solutions on AWS provide predictive analytics that gather and analyze equipment process data in near real time and generate data-driven insights for downstream-refining enterprises. With these solutions, downstream refining and manufacturing facilities can better predict potential equipment failures and develop preventative maintenance strategies, improving their efficiency and minimizing unplanned downtimes."},"oil_and_gas.upstream":{"Name":"Upstream","Description":"Upstream Oil &  Gas, also known as the exploration and production (E&P) sector, forms the foundation of the oil and gas industry and historically contributes about 75% of the industry's EBITDA. Upstream involves searching for potential underground or underwater crude oil and natural gas fields, drilling exploratory wells, and operating wells to recover and bring crude oil or raw natural gas to the surface. The upstream sector is characterized by high risk, capital intensity, and vertical differentiation. The industry segment faces significant pressure to invest in technologies that can reduce costs, improve operational and health, safety, and environment (HSE) standards, and create a more agile environment to deal with price volatility and unpredictable market conditions. Amazon Web Services (AWS) can help accelerate their digital transformation so companies remain competitive in a changing energy landscape ."},"oil_and_gas.upstream.equipment_health_and_performance_optimization":{"Name":"Equipment Health and Performance Optimization","Description":"Oil and gas wellsites include millions of pieces of equipment that support the production of hydrocarbons. For upstream oil and gas operators to achieve their daily production targets, this equipment must continuously run at optimal performance. Equipment Health and Performance Optimization solutions on AWS provide near-real-time visibility into equipment health and performance. Using the data generated from these solutions, oil and gas companies can predict equipment failure days or even weeks in advance and optimize their equipment to improve performance and lengthen their usable lifespans."},"sustainability.esg_reporting_insights.esg_reporting_disclosures":{"Name":"ESG Reporting & Disclosures","Description":"In response to a changing business landscape, organizations in every industry are moving into compliance with environmental, social, and governance (ESG) frameworks. However, many find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risks with the regularity and rigor required by their stakeholders. By using ESG Reporting & Disclosure solutions on AWS, those overseeing sustainability efforts can unify ESG data from multiple sources, simplify reporting, and help their organizations progress toward their sustainability targets."},"consumer_packaged_goods.supply_chain.esg_reporting_and_disclosures":{"Name":"ESG Reporting and Disclosures","Description":"Both consumers and regulatory bodies are moving consumer goods companies towards disclosures with Environmental, Social, and Governance (ESG) frameworks. But many consumer goods companies find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risk with the regularity and rigor required by their stakeholders. ESG Reporting & Disclosures solutions on AWS help consumer goods sustainability leaders unify ESG data from multiple sources, simplify reporting, and progress towards sustainability targets."},"retail.merchandising_and_planning":{"Name":"Merchandising and Planning","Description":"Solutions to help the CMO with merchandising, replenishment, space, promotion, category, and vendor management so they can provide the right products at the right place at the right time."},"retail.merchandising_and_planning.esg_reporting_and_disclosures_1":{"Name":"ESG Reporting and Disclosures","Description":"Both consumers and regulatory bodies are moving retailers towards disclosures with Environmental, Social, and Governance (ESG) frameworks. But many retailers find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risk with the regularity and rigor required by their stakeholders. ESG Reporting & Disclosures solutions on AWS help retail sustainability leaders unify ESG data from multiple sources, simplify reporting, and progress towards sustainability targets."},"resilience.posture_analysis":{"Name":"Posture Analysis","Description":""},"resilience.posture_analysis.evaluate_and_track_application_resilience":{"Name":"Evaluate and Track Application Resilience","Description":"Establishing continuity of operations goals, such as your recovery time objectives (RTO) and recovery point objectives (RPO), is important in defining how quickly your application needs to recover and how much data loss it can tolerate. However, analyzing your architecture to see if you can meet those goals is as important. Use these resilience solutions to better understand your resilience posture."},"application_development_and_devops.application_architecture.event_driven_architecture_eda":{"Name":"Event-Driven Architecture (EDA)","Description":"Event-driven architecture (EDA) enables you to build scalable, resilient applications that engage users with more responsive experiences. Event-driven architecture solutions support your modern microservices architecture by detecting and routing events between applications to the right end-points for communication. These solutions use web and mobile back-ends, software-as-a-service (SaaS) application integration, and automated business workflows and infrastructure, giving you increased developer agility, more scalable and resilient apps, and lower total cost of ownership (TCO)."},"security_identity_and_compliance.threat_detection_and_response.extended_detection_and_response_xdr":{"Name":"Extended Detection and Response (XDR)","Description":"Organizations want to detect and respond to complex, multi-stage attacks across different environments. Extended Detection and Response (XDR) Solutions on AWS correlate data from endpoints, networks, cloud workloads, and applications to provide comprehensive threat detection and automated response capabilities, enabling organizations to enhance their security posture and improve operational efficiency."},"aerospace_and_satellite.manufacturing_1.factory_visibility_and_decision_prediction":{"Name":"Factory Visibility and Decision Prediction","Description":"For leaders at the plant or division level, it’s challenging to get data visibility across multiple factories, especially when data is stored in silos. Leaders often request that employees manually pull data into presentations or analytics dashboards, but these tools provide only a surface-level view. Factory Visibility & Decision Prediction solutions on AWS link all data source systems and generate predictive and actionable insights from data. With this visibility, leaders can make informed decisions that drive their factory operations."},"resilience.disaster_recovery.failover_and_failback":{"Name":"Failover and Failback","Description":"When an impairment occurs in a resource or an availability zone, it is imperative to fail over to a healthy resource that can continue to serve requests. After a failure, one of the most challenging parts of the recovery process is restoring your application to its original state. Data consistency can be particularly challenging to achieve. Use AWS resilience solutions to ensure your system can failover with ease, meet your recovery point objectives (RPO) and recovery time objectives (RTO), and maintain continuity of operations."},"automations.continuous_planning.finance_planning_automations":{"Name":"Finance Planning Automations","Description":"Finance leaders across every industry face increasing expectations to quickly react to market changes and make informed decisions. Finance Planning Automations on AWS allow organizations to leverage a self-service modelling platform that links strategic, financial, and operational data and processes. With these solutions, organizations can drive effectiveness and efficiency across planning processes, support seamless data integration and user adoption, and deliver up-to-the-minute reporting with confidence."},"capital_markets.financial_data_risk_and_research.financial_data_management":{"Name":"Financial Data Management","Description":"Capital markets customers see data as currency and require clean financial data and high-quality management tools to achieve success. Financial Data Management solutions on AWS help investment banks, hedge funds, and more to better manage and understand their data with scalable, agile cloud-based technologies. Using these solutions, customers can achieve good data governance, me"},"banking.finance_and_risk_transformation":{"Name":"Finance and Risk Transformation","Description":"Solutions to help Chief Financial officer to improve accuracy of analysis and help meet changing business and regulatory requirements"},"banking.finance_and_risk_transformation.financial_modeling":{"Name":"Financial Modeling","Description":"Risk analysts within banks use large volumes of internal and external data to run forecasting and calculations under various scenarios. When analysts run these calculations fast with no failures, they can better manage risk and respond to changing market conditions. One method that financial institutions use is grid computing, which involves multiple computers working together in networks to accomplish joint tasks. Using the Financial Modeling solutions at AWS, financial institutions can calculate risk, value portfolios, and provide reports to their internal control functions and external regulators."},"networking":{"Name":"Networking"},"networking.network_security":{"Name":"Network Security","Description":""},"networking.network_security.fine_grained_access_controls":{"Name":"Fine-Grained Access Controls","Description":"Subtle control of network protections for a cloud computing environment is essential to control threats and enable authenticated access. Solutions for Fine-Grained Access Controls on AWS help you setup and automatically scale network traffic with flexible rules engines or import your own rule sets from common open-source formats or third-party partners."},"internet_of_things_iot.connected_vehicles":{"Name":"Connected Vehicles","Description":"IoT use cases for the CTO of Head of Engineering that deliver solutions for vehicle telematics, fleet management, and connected vehicle services to enhance safety, efficiency, and user experience."},"internet_of_things_iot.connected_vehicles.fleet_management":{"Name":"Fleet Management","Description":"Managing hundreds to millions of connected devices is complicated and error prone. Fleet Management solutions on AWS allow connected device fleet operators to manage devices at scale and securely. These solutions support monitoring status, managing firmware updates, remote troubleshooting and security posture of connected devices at scale."},"retail.smart_stores.footfall_analytics":{"Name":"Footfall Analytics","Description":"Retailers today face the challenge of truly understanding their customers' in-store behavior and preferences. Footfall Analytics solutions on AWS use advanced technologies, including phone tracking, video surveillance, and people-counters, to automatically collect valuable insights such as heatmaps, dwell time, and traffic flow. This data allows retailers to enhance the overall customer experience and drive increased average basket sizes, leading to more informed decision-making and tailored offerings that resonate with their target audience."},"machine_learning_ai_ml.predictive_analytics":{"Name":"Predictive Analytics","Description":"Solutions to help the VP of Engineering forecast future outcomes from historical data and develop algorithms that optimize decision making, trend identification and pattern recognition thereby minimizing risks and enhancing efficiency."},"machine_learning_ai_ml.predictive_analytics.forecasting":{"Name":"Forecasting","Description":"Forecasting Solutions extend the capability of Amazon Forecast - a fully managed service that uses statistical and machine learning algorithms to deliver highly accurate time-series forecasts. Forecasting Solutions offer planning for common use cases in Retail, Supply Chain, resource and operational planning to predict future time-series data based on historical data and require no machine learning experience."},"credit_unions.digital_banking.fraud_and_risk_management":{"Name":"Fraud and Risk Management","Description":"Credit unions have been increasingly adopting digital tools and services to interact with members, a trend accelerated by the COVID-19 pandemic. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving credit unions to implement fraud detection solutions. Using the Fraud & Risk Management solutions on AWS, credit unions combat the acceleration of fraud with machine learning that relies upon internal and external data sources to verify identity and authenticate members."},"banking.fraud_and_financial_crimes_prevention.fraud_detection":{"Name":"Fraud Detection","Description":"Banks have been increasingly adopting digital tools and services to interact with customers, a trend accelerated by the COVID-19 pandemic. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving banks to implement fraud detection solutions. Using the Fraud Detection solutions at AWS, banks combat the acceleration of fraud with machine learning that relies upon internal and external data sources to verify identity and authenticate customers."},"machine_learning_ai_ml.application_development.fraud_detection_1":{"Name":"Fraud Detection","Description":"Fraud can be a major source of cost and disruption for your organization. Observing, tracking, inspecting, and analyzing behaviors needs to be done across multiple channels (customers, employees, vendors) to identify the right and wrong trends and understand where intervention should be applied. Understanding where vulnerabilities exist and closing them through at-scale analysis reduces the risk of fraud."},"retail.digital_commerce_1.fraud_detection_and_prevention":{"Name":"Fraud Detection and Prevention","Description":"Retailers are in a continuous battle with bad actors perpetrating fraud. Additionally, automated bots can adversely impact the customer experience of a website, either by overloading the website or by allowing bots to buy limited-quantity items that will then be resold at higher prices. Using Fraud Detection & Prevention solutions on AWS, retailers can combat the many forms fraud using the latest technologies while maintaining high customer-service levels."},"public_finance.central_banks_and_financial_regulators.fraud_detection_and_prevention_1":{"Name":"Fraud Detection and Prevention","Description":"Public financial institutions, such as securities organizations, have been increasingly adopting digital tools and services to interact with customers, a trend accelerated by the adoption of digital assets. At the same time, an increase in fraudulent activities perpetrated by bad actors is driving public financial institutions to implement fraud detection solutions. Using the Fraud Detection solutions on AWS, public financial institutions can combat the acceleration of fraud with machine learning utilizing internal and external data sources to verify transactions and users."},"payments":{"Name":"Payments"},"payments.fraud_detection_prevention":{"Name":"Fraud Detection & Prevention","Description":"Solutions to help Chief Risk Officer to better run KYC/AML, authentication, manage fraud, improve authorization rates, and reduce false positives."},"payments.fraud_detection_prevention.fraud_prevention":{"Name":"Fraud Prevention","Description":"Payment fraud is a growing concern for both consumers and financial institutions. Left unchecked, fraud erodes trust and undermines the confidence of the financial industry. With the help of machine learning, financial institutions can quantify the level of risk in a transaction using fraud scoring, and prevent payment fraud before it happens. By leveraging first-party and third-party data, such as device intelligence, Fraud Prevention solutions on AWS enhance fraud detection and prevention for financial institutions. The real-time use of data and fraud scoring helps minimize risk for the institution and maximizes trust with the consumer."},"retail.smart_stores.frictionless_checkout":{"Name":"Frictionless Checkout","Description":"Shoppers are frequently frustrated by long checkout lines, so retailers look for ways to optimize the checkout process.  Many solutions are possible, one of which is avoiding the checkout process completely. Using Frictionless Checkout solutions on AWS enables shoppers to “just walk out” and negates the need for checkout, making for a better customer experience."},"games_1.player_acquisition_engagement_and_monetization.game_analytics_and_player_360":{"Name":"Game Analytics and Player 360","Description":"Modern video games generate vast amounts of data, making insight extraction challenging. Game Analytics and Player 360 solutions on AWS help developers and publishers quickly deploy specialized data analysis systems that scale automatically with data volume. These tools allow rapid deployment of data pipelines, accelerate decision-making, and free up talent to derive insights rather than process data. The result is improved data quality, advanced analytics capabilities, and more personalized player experiences, ultimately leading to better games and increased player satisfaction."},"games_1.game_backend_and_infrastructure":{"Name":"Game Backend and Infrastructure","Description":"Solutions to enable the Tech Director to run games in the cloud at scale with secure, elastic compute capacity, reducing development time, and delivering game functionality that improves player experience."},"games_1.game_backend_and_infrastructure.game_backend_as_a_service":{"Name":"Game Backend as a Service","Description":"Game studios need the ability to quickly and continuously update content, monitor their connected games, and keep players engaged without having to worry about downtime or degrading the player experience. Achieving these goals requires multiple game services. With Games Backend as a Service solutions on AWS, studios can configure and deploy game services to speed up time to market, increase interoperability between first- and third-party services, and scale their connected games to match player demand."},"games_1.game_backend_and_infrastructure.game_infrastructure_for_session_based_games":{"Name":"Game Infrastructure for Session-Based Games","Description":"For online programming and LiveOps teams in the game industry, it can be a challenge to design, deploy, and operate dedicated server solutions to support highly variable global game traffic for session-based games. With these solutions on AWS, organizations can configure and deploy session-based game server infrastructure that delivers globally distributed capacity. Game Infrastructure for Session-Based Games solutions provide reliable and low-latency experiences for players while elastically scaling to match player traffic."},"justice_and_public_safety.emergency_communications.geographic_information_systems_gis":{"Name":"Geographic Information Systems (GIS)","Description":"Inaccurate location data delays public safety response, jeopardizing our communities. Without having location data readily available, emergency communications specialists cannot dispatch emergency response teams as soon as they are needed. Geographic Information Systems (GIS) solutions on AWS use modern GIS and location services to transmit critical location data to first responders, overlaid with information such as responder locations and floor plans. These services can translate implicit geographic data to an explicit map location, expediting emergency response."},"landing_zones":{"Name":"Landing Zones"},"landing_zones.environments":{"Name":"Environments","Description":"Solutions that enable a Cloud Architect to build and operate a flexible, scalable, and secure cloud environment based on the unique requirements of their organization."},"landing_zones.environments.getting_started":{"Name":"Getting Started","Description":"When establishing a cloud environment, a number of decisions must be made across multiple areas. By utilizing the Getting Started solutions, you can choose a default path to quickly get your cloud environment up and running and minimize the number of decisions you need to make. These solutions walk you through a set of initial capabilities so you can get started building your AWS Environment."},"databases.high_availability_security_resiliency":{"Name":"High Availability, Security & Resiliency","Description":""},"databases.high_availability_security_resiliency.global_and_multi_region_databases":{"Name":"Global and Multi-Region Databases","Description":"As it becomes increasingly common for data to exist across multiple regions worldwide, enable active-passive, multi-regional databases to reduce read latency and simplify access management rules and roles for globally dispersed data. Automatically provision and configure all the services necessary to replicate and deploy copies of data to local regions for multi-regional applications or distributed teams or create a global view of applications across multiple regions. Maintain data in an environment that is accessible from anywhere, maintains regional rules, and can be easily operationalized across the globe."},"aerospace_and_satellite.application_development_1.global_navigation_satellite_systems":{"Name":"Global Navigation Satellite Systems","Description":"To make data-driven decisions in real time, companies need satellite services that they can use without having to first write code. Global navigation satellite systems (GNSS) solutions improve the accuracy, availability, and distribution of satellite data. These solutions combine multiple sources of global navigation data and software packages, to simplify application development and reduce costs on satellite systems."},"capabilities.governance_risk_and_compliance.governance":{"Name":"Governance","Description":"When you need to implement internal policies that your AWS cloud environment must adhere to, it is vital to implement policies and governance rules to reflect your business needs. The Governance capability helps you establish internal policies and governance rules. As your cloud foundation matures, a portion of this capability is embedded into all the other capabilities in your environment to ensure adherence to governance requirements."},"public_finance.central_banks_and_financial_regulators.greening_the_financial_system":{"Name":"Greening the Financial System","Description":"Central banks are tasked with implementing policies for financial institutions, making these banks ideal drivers of sustainable financial practices. Cloud-based analytics and machine learning (ML) tools can help institutions track their carbon footprint and identify opportunities for emissions reduction. Central banks can use Greening the Financial System solutions on AWS to promote sustainable investing. These solutions can help financial institutions optimize energy consumption of data centers and evaluate environmental, social, and governance (ESG) performance of companies in which they invest."},"aerospace_and_satellite.space_command_and_control":{"Name":"Space Command and Control","Description":"Solutions to enable the VP of IT to build a secure, and rapidly deployable command & control infrastructure to scale operations."},"aerospace_and_satellite.space_command_and_control.ground_station":{"Name":"Ground Station","Description":"AWS Ground Station is a fully managed service that lets you control satellite communications, process data, and scale your operations without having to build or manage your own infrastructure. Satellites are used for weather forecasting, surface imaging, communications, video broadcasts, and more. You have direct access to the AWS global infrastructure including a low-latency, global fiber network, no long-term commitments, and the ability to scale your satellite communications on-demand when you need it."},"healthcare.analytics_and_ai_ml":{"Name":"Analytics and AI/ML","Description":"Solutions that meet business demands for analytics capabilities and applying machine learning to help their organizations shift the way they operate in response to healthcare reform."},"healthcare.analytics_and_ai_ml.health_datasets":{"Name":"Health Datasets","Description":"As research across the healthcare and life science fields continues to rapidly expand, organizations need tools to quickly gather insights from the abundance of health data. Health Datasets solutions on AWS can optimize healthcare research and operations by leveraging high quality, third party datasets and machine learning to understand trends and gain insights to improve processes and patient care."},"databases.high_availability_security_resiliency.high_availability_data_and_failover":{"Name":"High Availability Data and Failover","Description":"Demand on data can be intense with high expectations of availability. Ensure your data is always delivered to your users at the scale and speed necessary to power your applications and serve your customers, whatever the volume or performance demands put upon it. Engage tools such as high performance databases for fast delivery, automated redundancy to support always available data, and failover mechanisms to ensure continuous delivery. Always available, fast data access will provide you an edge in resiliency whether delivering data to business intelligence, mobile, web-based, or any other applications."},"research_1.time_to_science":{"Name":"Time to Science","Description":"Solutions to support Chief Technology Officer in accelerating focus on research"},"research_1.time_to_science.high_performance_compute":{"Name":"High Performance Compute","Description":"Nonprofit research organizations often face uncertainty when predicting how much data their work will produce. They must also consider what compute resources they will need to run the complex analytics that make use of that data. High Performance Compute solutions on AWS can help leaders support their evolving compute needs to deliver on mission. These solutions scale with demand, so leaders can provide the right amount of resources to researchers as soon as they need them."},"life_sciences":{"Name":"Life Sciences"},"life_sciences.research_and_development":{"Name":"Research and Development","Description":"Solutions to enable the VP of Research & Development to advance drug candidates into development faster, by securing research collaborations between global teams and integrating research environments, all while remaining compliant."},"life_sciences.research_and_development.high_throughput_modeling_and_screening":{"Name":"High Throughput Modeling and Screening","Description":"Solutions for high-throughput modeling & screening are a crucial factor in enabling biopharma organizations to quickly identify therapeutic targets and/or candidates. AWS solutions enable these organizations to accelerate their processes by automating the screening or modeling of drug targets and candidates with high-performance computing and machine learning capabilities."},"capital_markets.financial_data_risk_and_research.historical_data":{"Name":"Historical Data","Description":"Capital markets firms utilize historical financial data to meet their data consumption, production, and distribution objectives. For example, Data Distribution solutions on AWS focus on the need for institutions to build and maintain infrastructure for data storage, delivery, billing, and entitling. With these solutions, capital markets firms can look forward to optimizing infrastructure, maximizing compliance, and minimizing costs by reducing complexity in consuming data from multiple third-party providers and simplifying implementation."},"storage.cloud_infrastructure":{"Name":"Cloud Infrastructure","Description":"Efficient data migration and cloud infrastructure."},"storage.cloud_infrastructure.hybrid_cloud_storage":{"Name":"Hybrid Cloud Storage","Description":"Organizations face the challenge of managing growing data volumes across on-premises and cloud environments while controlling costs. Hybrid Cloud Storage solutions on AWS help unify data management across these different environments through a single, integrated approach. This enables organizations to optimize storage costs while maintaining data accessibility and flexibility, regardless of where their data resides."},"new_to_aws.improve_security_posture.identity_and_access_management":{"Name":"Identity and Access Management","Description":"Unauthorized access can pose a risk to security, expose sensitive information, and result in data breaches. Managing workflows to provide secure and compliant access for your workforce can be manual, error-prone, and challenging. Identity & Access Management solutions on AWS provide secure access for your workforce in addition to features such as single sign-on, multifactor authentication, consolidated directories, and automated management of the employee lifecycle related to identity and access management."},"advertising_and_marketing.privacy_enhanced_data_collaboration.identity_and_transcoding_for_advertising":{"Name":"Identity and Transcoding for Advertising","Description":"Identity service providers want to help media publishers, advertisers, advertising technology and marketing technology companies connect and analyze their first-party data on a person- or household- basis for the purposes of planning, activating and measuring advertising and marketing campaigns. Solutions for Identity & Transcoding for Advertising enable identity service providers to deploy their services — and for their customers to integrate those services — into existing advertising and marketing workflows in a streamlined manner."},"payments.fraud_detection_prevention.identity_authentication":{"Name":"Identity Authentication","Description":"Identity authentication, such as multifactor and two-factor authentication, help protect a customer’s personal information. However, authentication may interrupt a customer’s digital experience. For example, authentication can affect the online payment flow, potentially causing a customer to abandon a purchase at checkout. Identity Authentication solutions on AWS enable modern authentication methods to help streamline the authentication process based on the profile of a particular transaction. These solutions help you deliver a smoother digital experience without compromising customer security."},"capabilities.security.identity_management_and_access_control":{"Name":"Identity Management and Access Control","Description":"An organization without access controls and a structured cloud environment welcomes risk. Following the principal of least privilege (PoLP), the Identity Management & Access Control (IMAC) capability helps teams develop a framework to manage their environments by helping them build and monitor their cloud framework with defined, isolated groups. Use this capability to establish and monitor identity in your environment through fine-grained access control for your users, applications, and devices."},"payments.fraud_detection_prevention.identity_verification":{"Name":"Identity Verification","Description":"In an increasingly digital world, payment institutions are seeking ways to speed up the process of onboarding customers or merchants and reducing the time from weeks to hours. To protect customer identities, however, financial institutions must balance ease of verification with security. Identity Verification solutions allow financial institutions, merchants, and fintech companies to minimize friction as part of the consumer or merchant onboarding process, enabling a seamless digital experience."},"machine_learning_ai_ml.application_development.identity_verification_1":{"Name":"Identity Verification","Description":"In-person user identity verification is slow to scale, costly, and high friction for users. *Artificial intelligence-powered* recognition and analysis capabilities can be added to onboarding and authentication workflows to verify users' identities and detect fraudulent and duplicate accounts in real-time. As a result, user experience is improved, fraud is reduced, and verification costs are lowered."},"retail.digital_commerce_1.immersive_retail":{"Name":"Immersive Retail","Description":"Many retailers are looking for ways to improve the shopping experience and help the customer asses products. The increasing demand for customers to have a comprehensive understanding of the products they intend to purchase has led to a shift in customer expectations. This is accelerating the need for retailers to provide 3D product previews and virtual stores for their customers. But retailers often don't have the tools or resources to do this efficiently or in a way that is easy to scale. Immersive Retail solutions on AWS allow retailers to easily create 3D product previews and virtual stores, helping retailers increase sales while decreasing returns."},"security_identity_and_compliance.threat_detection_and_response.incident_response":{"Name":"Incident Response","Description":"Incident Response focuses on the integrated management and coordination of security incidents across AWS environments. This includes comprehensive incident preparation, detection, analysis, containment, eradication, and recovery capabilities. Solutions in this category provide automated incident response workflows, integration with AWS Security services, and coordinated response actions between customer teams and AWS. These solutions help organizations establish structured incident response processes, maintain response readiness, manage security incidents effectively, and improve their security posture through post-incident analysis and reporting. Key capabilities include incident response team management, playbook automation, evidence collection, incident escalation, and post-incident reporting to help organizations respond quickly and effectively to security threats while maintaining compliance with security requirements."},"migration_and_modernization.application_modernization":{"Name":"Application Modernization","Description":"Solutions to help the CIO with application modernization"},"migration_and_modernization.application_modernization.incremental_refactoring_to_microservices":{"Name":"Incremental Refactoring to Microservices","Description":"Refactoring allows you to take full advantage of the AWS cloud to improve agility, performance, and scalability. While refactoring can provide many benefits, the process can be complex, time-consuming, and risky, particularly if done all at once (big bang). Incremental Refactoring to Microservices solutions on AWS help to simplify and accelerate refactoring, while ensuring minimal impact to application consumers. With these solutions, you can reduce the undifferentiated heavy lifting of building and operating AWS infrastructure for incremental refactoring. You can also reduce risk when evolving applications into microservices or extending existing applications with new features written in microservices."},"consumer_packaged_goods.manufacturing_and_product_development.industrial_data_fabric":{"Name":"Industrial Data Fabric","Description":"Consumer Packaged Goods (CPG) manufacturers often need self-service tools to create near-real-time insights that can be integrated with plant floor equipment and IT systems. Industrial Data Fabric solutions on AWS pull disparate data sources into a central repository, apply analytics such as anomaly detection algorithms, and create API endpoints that can interact with controllers, alarms, and other shop floor IT systems. With these solutions, CPG engineers can improve efficiency, processes, and performance at scale."},"manufacturing_industrial.smart_manufacturing_1":{"Name":"Smart Manufacturing","Description":""},"manufacturing_industrial.smart_manufacturing_1.industrial_data_fabric_1":{"Name":"Industrial Data Fabric","Description":"Operations Leaders at Manufacturing & Industrial companies struggle with disconnected, sprawling, and siloed data sources from assets, processes, materials & people. These data sources were not designed to work together, making it challenging to solve business problems and make informed decisions with data. Industrial Data Fabric solutions on AWS help you create the data management architecture that enables scalable, unified, and integrated mechanisms to harness data as an asset. By providing economical, secure, and easy access to high quality datasets, these solutions enable business leaders to build the foundation for digital industrial transformation and optimize operations across many cases such as in quality, maintenance, materials management, and process optimization."},"defense_and_national_security.mission_accelerators.information_processing":{"Name":"Information Processing","Description":"National security, defense, and national law enforcement organizations interact with big data on a regular basis through data generation and analysis. These organizations must accurately and quickly process vast amounts of diverse data to produce successful mission outcomes. Information Processing solutions on AWS enable these organizations to structure, format, analyze, and visualize raw data as needed to gain the most impactful data insights for mission outcomes."},"migration_and_modernization.migration_planning.infrastructure_and_application_discovery":{"Name":"Infrastructure and Application Discovery","Description":"Before making major changes to your IT environment, you must first identify and collect information about your infrastructure and applications through a discovery phase. However, making a comprehensive inventory of your enterprise IT environment can be complex, time-consuming, and error-prone. Infrastructure & Application Discovery solutions on AWS allow for automated collection of on-premises server specification information, performance data, running processes, and network connections. Through automation, these solutions provide a reliable way to prepare and plan for cloud migration."},"tooling":{"Name":"Tooling"},"tooling.placeholder":{"Name":"Placeholder","Description":""},"tooling.placeholder.infrastructure_management":{"Name":"Infrastructure Management","Description":"As your AWS environment grows, you need to ensure that the security of your infrastructure is up-to-date, and that your resources are compliant with your governance policies. Solutions for Infrastructure Management will help you scale your environment in a secure, compliant manner."},"higher_education":{"Name":"Higher Education"},"higher_education.campus_and_it_operations":{"Name":"Campus and IT Operations","Description":"Solutions to help the CIO of Higher Education institutes reinvent the learning, teaching, and operational excellence of Higher Education systems while improving the TCO while increasing the  viral quality of education. Services and solutions which contribute to back-office management of the wider education environment including; IT services, data management etc"},"higher_education.campus_and_it_operations.infrastructure_modernization":{"Name":"Infrastructure Modernization","Description":"Despite budget and staffing constraints, the conditions of the COVID-19 pandemic forced education institutions to take a digital approach and accelerate the modernization of their IT systems. A modern hybrid cloud, using Infrastructure Modernization solutions on AWS, helps to maximize existing organizational investments while meeting cost, risk, time, and business needs. Once in the cloud, education institutions can begin their application modernization journey with minimal disruption using the same architecture and operational experience on premises and in the cloud."},"small_and_medium_business.security_and_governance_1":{"Name":"Security and Governance","Description":"Take back control of all the data your business creates on a daily basis. Small and medium businesses (SMBs) with limited IT governance expertise need solutions to secure, protect, and monitor their cloud in a rapidly evolving security environment. Small and Medium businesses in regulated industries, such as finance and healthcare, will find value in automated compliance, security, and privacy reporting services."},"small_and_medium_business.security_and_governance_1.infrastructure_application_and_data_security":{"Name":"Infrastructure, Application and Data Security","Description":"Protect your most important business applications and data to reduce downtime during a possible security event. Amazon Web Services can help you set access policies, understand cloud security best practices, and continuously assess your IT environment. Learn more about our Shared Responsibility Model which outlines what AWS and its customers are responsible for in the cloud."},"justice_and_public_safety.corrections.inmate_communications":{"Name":"Inmate Communications","Description":"Internal and external communications at correctional facilities have historically relied on traditional landline phones. COVID-19 revealed how important technology is to correctional facilities. Without it, the individuals who were incarcerated had difficulties when accessing educational resources, visiting with their families, or connecting to their legal counsel. With Inmate Communications solutions on AWS, individuals who are incarcerated have access to services such as video calling and educational resources that support their mental health, as well as the tools they need for rehabilitation while they prepare for reentry."},"charities_and_membership.donor_member_and_volunteer_insights.insight_driven_engagement":{"Name":"Insight-Driven Engagement","Description":"To secure funding, enlist volunteers, and grow their external advocacy, nonprofit organizations need a deeper understanding of their donors and members. Using Insight-Driven Engagement solutions on AWS, nonprofits can access guided step-by-step workflows to help identify unique donors and the causes that are important to them. As a result, these organizations can gain valuable insight into their supporters’ interests to better attract donors and volunteers."},"blockchain.data_and_analytics":{"Name":"Data and Analytics","Description":"Inspect, identify, understand and visualize data on the blockchain by leveraging the decentralized and open nature of public blockchains."},"blockchain.data_and_analytics.inspection_and_analytics":{"Name":"Inspection and Analytics","Description":"Monitoring and inspecting data for blockchain tasks can be complex and time-consuming, creating operational bottlenecks. Inspection & Analytics solutions on AWS use the decentralized and open nature of public blockchains to simplify this process. These solutions help you inspect, identify, understand, and visualize data on the blockchain, so you can continuously monitor your data and adapt to changes."},"payments.institutional_payments":{"Name":"Institutional Payments","Description":"Solutions to help the Chief Technology Officer lower operating costs, improve resiliency , and increase technology innnovation. Help the Chief Security ensure the safety and security of the company's network, as well as internal and external products and services"},"payments.institutional_payments.instant_payments":{"Name":"Instant Payments","Description":"The legacy systems for many financial services institutions today are outdated. These systems run on technology that is not equipped to handle the growing volume of payments, data, and transactions in today's rapidly changing market. To keep up with customer demand, Instant Payments solutions on AWS help financial institutions build newer, faster payment rails. Financial services institutions can scale, automate, and accelerate payment processing across the value chain, increasing efficiency while decreasing the time it takes to move money from payer to payee."},"automations.low_code_no_code.insurance_app_development_automations":{"Name":"Insurance App Development Automations","Description":"Businesses in the insurance industry recognize the value of supporting their customers with customized apps. Insurance App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to app creation."},"supply_chain.planning_and_optimization.integrated_business_planning":{"Name":"Integrated Business Planning","Description":"Traditional supply chain planning is a \"waterfall\" process with many stages of sequentially planning. In this approach supply plans are not directly connected customer demand, except to ensure high-level demand-supply matching.  Integrated Business Planning solutions on AWS take a different approach to planning by bringing together multiple perspectives of demand and supply, based on sales orders, promotions, inventory, manufacturing capacity, sourcing, and finance. Using a closed loop planning model, these solutions examine multiple demand and supply scenarios and sensitivity analytics to allocate constrained resources while mitigating risks of demand and supply variations."},"automations.low_code_no_code.integration_and_workflow_automations":{"Name":"Integration and Workflow Automations","Description":"Customers are looking for to automate business processes for straight through processing as well as increasing operational efficiency, no matter how complex with broad, deep and flexible functionality. Integration & Workflow Automations enable organizations to build high performance rapid application development, one-step deployment, execution and management using declarative, high-level programming abstractions, such as model-driven and metadata-based programming, event driven, decision driven business process workflows across various industries."},"telecommunications.customer_experience_reimagined.intelligent_customer_retention_and_marketing_offers":{"Name":"Intelligent Customer Retention and Marketing Offers","Description":"Communication service providers (CSPs) operate in highly competitive, saturated markets. Subscriber growth relies on two factors: the retention of existing subscribers (subs) and the capture of new subs from competitors. It costs less for CSPs to retain their existing subs than to acquire new ones. And because churn—the number of customers who stop using the provider—is a problem across the industry, every CSP has a methodology to try to address it. CSPs seek a solution that helps them confidently identify the key drivers behind churn and subs at high risk to churn. Many CSPs are turning to machine learning to build churn prediction models, which identify high-risk subs and use subs’ experiences and profiles to personalize offerings in an attempt to retain them."},"machine_learning_ai_ml.language_understanding.intelligent_document_processing":{"Name":"Intelligent Document Processing","Description":"Valuable amounts of information are contained within high volumes of written and image-based documents. Natural language processing (NLP), optical character recognition (OCR), and computer vision can read, extract, collect, label, and interpret this data so it can be put to use digitally. Better document handling leads to more accurate collection, lowered capture costs, and the ability to retain and recall information electronically."},"new_to_aws.apply_machine_learning_ai_ml.intelligent_document_processing_1":{"Name":"Intelligent Document Processing","Description":"As you get started with AWS, you can eliminate repetitive, time-consuming, and manual document processing with machine learning-based tools. Discover valuable insights from text in documents using Natural Language Processing (NLP) with the Intelligent Document Processing solutions on AWS. These solutions can also help you automatically extract text, handwriting, and data from scanned documents, including data from forms and tables, using Optical Character Recognition (OCR). You can create search indexes from the data that can be used for search and discovery across documents, to redact information for compliance, create workflow automation with your existing applications, and the data can always be used for more in-depth analysis."},"media_and_entertainment.direct_to_consumer_and_streaming.intelligent_operations":{"Name":"Intelligent Operations","Description":"Media and entertainment companies want simple, cost effective solutions to monitor their streaming workflows and their viewers' streaming experiences. With Intelligent Operation solutions on AWS, you can get holistic monitoring and alerting of your systems to maintain a high Quality of Service (QoS) and real-time video streaming performance analytics. This empowers you with the actionable insights you need to build your products and deliver a better Quality of Experience (QoE) for your viewers."},"machine_learning_ai_ml.language_understanding.intelligent_search":{"Name":"Intelligent Search","Description":"Improve employee productivity by quickly and easily finding accurate information, find accurate answers, summarize and create content through a conversational interface."},"healthcare.core_health_it":{"Name":"Core Health IT","Description":""},"healthcare.core_health_it.interoperability":{"Name":"Interoperability","Description":"Businesses in the healthcare industry are seeking solutions that facilitate secure information sharing to provide a more holistic and collaborative approach to healthcare. Reducing data siloes can help organizations to achieve industry-compliant communications and interoperability. These Interoperability solutions provide ways for businesses to securely share information, which can help to improve healthcare efficiency and advance the quality of patient care."},"supply_chain.visibility_and_control.inventory_and_logistics_visibility":{"Name":"Inventory and Logistics Visibility","Description":"Supply chain companies want to make data-driven decisions in real time, but this data is often siloed in duplicative or legacy systems. Inventory & Logistics solutions provide end-to-end supply chain visibility (E2ESCV) into this data to support real-time collaboration and identification of at-risk orders. Workflow automation, analytics and visualization, and machine learning (ML) services further optimize E2E supply chain performance."},"resilience.observability.investigation":{"Name":"Investigation","Description":"Investigation is the most time-intensive phase of an operational event. When things are going wrong, it can be difficult to identify the root cause of the issue and prioritize what is most important to fix. Use these resilience solutions to help you quickly understand the root cause of an issue. This way, you can remediate faster and improve your mean time to recovery (MTTR)."},"capital_markets.trade_lifecycle.investment_research":{"Name":"Investment Research","Description":"Traders, portfolio managers, quantitative developers, and asset managers consume and analyze petabytes of structured and unstructured data to help them make investment decisions. They require the right predictive and modeling tools to generate insights from this data and to inform investment decisions. Investment Research solutions on AWS help firms create research and analytics environments for financial modeling in addition to compute grids for backtesting investment strategies."},"automations.digital_workers.invoice_processing_automations":{"Name":"Invoice Processing Automations","Description":"Many accounts payable teams are looking to modernize their paper-based systems used for invoice processing. Invoice Processing Automations on AWS automate invoice processing, reduce processing time, and improve quality while maintaining accuracy. With these solutions, finance departments can benefit from quicker payment cycles and more control over working capital."},"retail.smart_stores.iot_for_stores":{"Name":"IoT for Stores","Description":"Retailers are facing pressure to optimize their physical store operations and equipment in order to stay competitive. IoT for Stores solutions on AWS can help by making it easy for retailers to collect, analyze, and act on in-store signals using Internet of Things (IoT) sensor and digital twin technologies. These solutions enable retailers to simulate, model, and receive alerts based on device data to improve decision-making and enhance the customer experience."},"retail.intelligent_supply_chain.iot_for_warehouse":{"Name":"IoT for Warehouse","Description":"Businesses in the retail industry have an opportunity to improve the way they monitor warehouse equipment. Using these Internet of Things (IoT) for Warehouse solutions, businesses can implement IoT technology. Embedding IoT sensors to monitor equipment in warehouses can help businesses to predict failures before they impact operations, saving retailers time and money."},"defense_and_national_security.logical_infrastructure":{"Name":"Logical Infrastructure","Description":"Solutions to support information, technology, and security leaders in maintaining a secure and controlled environment capable of supporting mission at speed."},"defense_and_national_security.logical_infrastructure.isolated_environments":{"Name":"Isolated Environments","Description":"The scale, global footprint, and agility of the cloud can greatly benefit national security, defense, and national law enforcement organizations in their global mission operations. These organizations are required to meet stringent security and compliance requirements to keep mission data confidential. Isolated Environment solutions on AWS provide added security around workloads while allowing organizations to take advantage of the scaling benefit of AWS Commercial Cloud. AWS Regions allow you to design isolated environments that give you more control over your unique security and compliance requirements."},"charities_and_membership.it_optimization.it_cost_optimization":{"Name":"IT Cost Optimization","Description":"Nonprofits must keep operational costs low so that they can direct their funding toward their missions. Offering a “pay for what you use” model, AWS helps organizations minimize their capital expenses while lowering the overall cost of their cloud applications. Nonprofits manage their service usage through tools, such as AWS Cost Explorer and AWS Budgets, while other AWS solutions optimize operational budgets."},"automations.continuous_planning.it_spend_planning_automations":{"Name":"IT Spend Planning Automations","Description":"Finance and business teams need advanced insights to make informed decisions about their cloud project plans and spending. IT Spend Planning Automations on AWS provide cloud-spend insights across various cost scenarios, driver and trend-based forecasting, allocations, and optimization recommendations. With these solutions, customers can more effectively forecast, plan, adjust, and optimize for their cloud workload costs and ensure they align with organizational drivers and business objectives."},"justice_and_public_safety.corrections.jail_and_offender_management_systems":{"Name":"Jail and Offender Management Systems","Description":"Many correctional or law enforcement agencies rely on systems that do not meet the needs of modern correctional or incarceration operations. With the Jail & Offender Management solutions on AWS, these agencies can replace the aging systems with modern technologies. These solutions include an Offender Management System (OMS) and Jail Management System (JMS) that help correctional and law enforcement agencies better manage facility operations while improving inmate and employee safety."},"automations.low_code_no_code.knowledge_management_automations":{"Name":"Knowledge Management Automations","Description":"When it comes to uncovering hidden customer insights to drive growing business initiatives, companies today know that data is key. Knowledge Management Automations on AWS help charge innovation through the use of structured mechanisms that work with a company’s existing data, avoid duplication, and improve availability of insights. These solutions can help companies unlock the value of data through the automation of knowledge generation and creation of knowledge graphs that reveal hidden relationships and valuable insights."},"migration_and_modernization.application_data_and_server_migrations.large_scale_migrations":{"Name":"Large-Scale Migrations","Description":"Cloud migration projects require a large number of interconnected systems, servers, and devices that need to be grouped and managed. The large-scale migration solutions can help you coordinate and automate your migration to AWS across numerous servers and applications. These solutions are designed to improve your business performance and prevent long cutover windows by automating manual processes and integrating multiple tools efficiently."},"supply_chain.visibility_and_control.last_mile_intelligence_and_visibility":{"Name":"Last Mile Intelligence and Visibility","Description":"Last Mile logistics represent over half of total delivery costs. Delivery operators need tools that are flexible enough to accommodate multiple delivery vehicle types and robust enough to handle dense urban environments. Last Mile Intelligence & Visibility solutions support multi-stop route planning to maximize operational efficiencies, create efficient routes, and help ensure on-time delivery."},"higher_education.teaching_and_learning":{"Name":"Teaching and Learning","Description":"Solutions to help the CIO, Education Administrators, and Assessment leaders of Higher Education institutes deliver secure effective and efficient online proctored tests. Services and solutions which provide functionality to test, assess and evaluate student performance against specified curriculum goals"},"higher_education.teaching_and_learning.learning_management_systems":{"Name":"Learning Management Systems","Description":"Institutions rely on a learning management system (LMS) to administer, build, deliver, and track fully online courses and environments that supplement face-to-face classrooms. Learning Management Systems solutions on AWS can run commercial and open-source LMS solutions in the AWS Cloud, providing a remote learning experience at scale with a high level of security and accessibility."},"higher_education.library_management":{"Name":"Library Management","Description":"Solutions to enable the Library Director to efficiently manage their book collections, streamline lending processes, and track inventory resulting in improved organization, increased accessibility to resources, and enhanced reporting capabilities."},"higher_education.library_management.library_catalog_management":{"Name":"Library Catalog Management","Description":"Education institution libraries are digitizing their existing physical assets while acquiring new, digital-born assets, causing their digital collections to grow rapidly. These growing collections demand storage systems for organization and management of the assets, as well as tools for easy search and discovery. The Library Catalog Management solutions on AWS unlocks new ways for librarians, students, faculty, scholars, and researchers to store, discover and interact with digital collections. Artificial intelligence (AI) and machine learning (ML) help simplify a librarian’s job with metadata extraction. This increases the value of the library and the collections they house by improving accessibility, localization, and discovery."},"media_and_entertainment.broadcast_and_live_production":{"Name":"Broadcast and Live Production","Description":"Broadcast includes all facets of live contribution, live production (for News, Sports and other tent-pole events), live and file-based channel assembly (for traditional and FAST channels), monetization, linear distribution and nonlinear (B2B) delivery."},"media_and_entertainment.broadcast_and_live_production.linear_distribution":{"Name":"Linear Distribution","Description":"Most broadcasters rely on satellite networks or fiber connections to send high-value content into the cloud or to transmit it to other providers for distribution. These approaches are expensive, require long lead times to set up, and lack the flexibility to adapt to changing requirements. Linear Distribution on AWS solutions allow you to securely distribute sports, news, and entertainment television content to broadcast transmitters, MVPDs/PayTV operators, affiliates, and OTT providers. This means you can effectively virtualize your entire media delivery chain."},"media_and_entertainment.broadcast_and_live_production.live_cloud_production":{"Name":"Live Cloud Production","Description":"As consumer demand for live content continues to grow, the ability to scale cost-effectively and maintain agility is important for live production. Today, most live production workflows utilize on-premises infrastructure involving Outside Broadcast (OB) trucks and Production Control Rooms (PCR). These require high capital cost, limit flexibility, don’t easily support changes in viewer demands, and have a large carbon footprint. By sending camera sources to the cloud, customers can build live cloud production (LCP) workflows on AWS and increase flexibility and agility while reducing TCO. Customers can experiment with configuration changes, test new software, and try technologies such as gen AI without interrupting current production environments, all while paying only for what they use. Using the cloud also reduces the environmental footprint, allowing creative teams to work from just about anywhere, and provides seamless operations matching what is done on premises."},"retail.digital_commerce_1.livestreaming":{"Name":"Livestreaming","Description":"Shoppers are looking for more ways to discover products and understand their value, and retailers are meeting that need by livestreaming product demonstrations on mobile devices. Our Livestreaming solution handles the broadcasting of the video at scale, enabling a retailer to focus on driving sales by easily combining entertainment with shopping."},"travel_and_hospitality.connected_experiences.location_aware_experiences_tracking_and_insights":{"Name":"Location-Aware Experiences, Tracking and Insights","Description":"Companies in the travel and hospitality (T&H) industry are looking to deliver personalized, location-aware experiences to better engage customers. Using Location-Aware Experiences, Tracking & Insights solutions on AWS, T&H companies can analyze location data to predict customer needs, implement relevant location-based services, and schedule employees and offerings around guest locations. With these solutions, T&H companies can boost customer satisfaction, foster stronger relationships with guests, and increase sales."},"capabilities.governance_risk_and_compliance.log_storage":{"Name":"Log Storage","Description":"To meet increasing security demands, customers need to establish a secure environment to manage their logs. Collect and store environment logs within secure, tamper resistant storage using the Log Storage capability. With the logs, customers evaluate, monitor, alert, and audit their environments."},"retail.smart_stores.loss_prevention_and_asset_protection":{"Name":"Loss Prevention and Asset Protection","Description":"To maintain their profit margins, retailers must continuously work to avoid inventory loss and asset damage. Loss prevention technology can greatly aid in this challenge. By implementing Loss Prevention & Asset Protection solutions on AWS, retailers can help prevent shrinkage, promote safety, and minimize financial losses."},"supply_chain.operations_and_automation.loyalty_reward_redemption":{"Name":"Loyalty Reward Redemption","Description":"Companies want to provide their loyalty program customers with streamlined rewards redemption. Loyalty Reward Redemption solutions on AWS manage the entire loyalty program life cycle, including catalogs, orders, custom payment methods, initiative launches, and fulfillment. Program administrators can create a curated list of eligible products, and AWS builds a program portal where award members can browse the curated catalog, select items, and pay with points."},"advertising_and_marketing.ad_intelligence_and_measurement.machine_learning_for_real_time_advertising":{"Name":"Machine Learning for Real-Time Advertising","Description":"Customers need to quickly analyze real-time advertising data to optimize cost and performance. With Machine Learning for Real-Time Advertising solutions, customers can apply machine learning (ML) to openRTB data sets to filter out unwanted inbound and outbound bid requests, forecast campaign delivery, and inform pricing tactics. ML helps customers innovate and differentiate their real-time advertising strategies."},"migration_and_modernization.mainframe_modernization":{"Name":"Mainframe Modernization","Description":"Solutions to help the CIO with Mainframe Modernization"},"migration_and_modernization.mainframe_modernization.mainframe_application_refactoring":{"Name":"Mainframe Application Refactoring","Description":"Organizations that want to accelerate the modernization of their mainframe applications may choose to refactor these applications—this involves re-architecting the complete software stack of applications, including application code, dependencies and infrastructure. With Mainframe Application Refactoring solutions on AWS, you can access tools that help you modernize applications and implement the latest best practices and design patterns. These solutions give you equivalent functionality of your legacy stack while helping you gain business benefits through emerging technology."},"migration_and_modernization.mainframe_modernization.mainframe_application_replatforming":{"Name":"Mainframe Application Replatforming","Description":"For some organizations, the best path to modernization is to replatform mainframe applications. Replatforming minimizes application impact to teams by preserving application assets and making incremental changes to modernize over time. Mainframe Application Replatforming solutions on AWS give you the tools to modernize infrastructure and processes through cloud-based services, while also helping you retain and develop existing team knowledge and skills. This is a first step in mainframe modernization, from which you can continue to launch continuous modernization efforts."},"insurance.core_insurance_systems.mainframe_modernization":{"Name":"Mainframe Modernization","Description":"Many life and annuity insurers are running insurance operations on legacy mainframe computers or midrange platforms that lack the capability to power modern enterprise applications. Companies are looking for a cloud migration strategy without the substantial cost and risk inherent to converting up to 50 years of policies. Using Mainframe Modernization solutions on AWS, insurance companies can modernize their infrastructure, architecture, and organizational patterns. Without changing their underlying data models, companies maximize resiliency, engineering efficiency, and business agility to achieve operational excellence. AWS solutions also facilitate the ability of companies to extract data and store it in a data lake, providing an information source for a new level of analytics."},"enterprise_resource_planning.business_process_modernization":{"Name":"Business Process Modernization","Description":"Solutions to help the CFO & CIO to improve margin and reduce cost leveraging AWS services and solutions with integration with ERP systems."},"enterprise_resource_planning.business_process_modernization.maintenance_and_asset_optimization_for_sap":{"Name":"Maintenance and Asset Optimization for SAP","Description":"Maintenance and reliability engineers need simplified access to data to analyze and reduce machine downtime. Industrial businesses can improve machine availability by using Maintenance & Asset Optimization for SAP solutions on AWS, which analyze a range of insights using data integrated across multiple systems. Using these solutions, businesses can implement automated workflows across transactional systems, invoking actions such as maintenance work orders and replacement part procurement."},"aerospace_and_satellite.aftermarket_management":{"Name":"Aftermarket Management","Description":"OEM's do not have a good place to sell and service aerospace parts. Companies make a higher margin on spare parts and repairs and want to sell them to customers. However they do not have an easy mechanism to perform these tasks without creating a home grown website. This costs more money than having an off the shelf solution tailored for Aerospace Companies."},"aerospace_and_satellite.aftermarket_management.maintenance_repair_and_overhaul_mro":{"Name":"Maintenance Repair and Overhaul (MRO)","Description":"As the aerospace industry advances, aerospace companies are repairing more aircrafts than ever before. These aircrafts are often older, and companies must clearly document compliance with existing safety regulations and certifications. However, keeping a paper trail required for certification is challenging and can be expensive. Using Maintenance Repair & Overhaul (MRO) solutions on AWS, companies can implement cost-effective operations in a low-cost cloud environment. These solutions help aerospace companies keep IT costs down and streamline records through cloud-based services."},"security_identity_and_compliance.data_protection.malware_analysis":{"Name":"Malware Analysis","Description":"Malware Analysis Solutions on AWS provide automated scanning and detection of malware across cloud storage and workloads, including real-time analysis, identification of known and unknown threats, behavioral analysis, and automated response actions. This helps organizations prevent malware distribution and gain detailed threat intelligence, enhancing security posture and ensuring regulatory compliance."},"small_and_medium_business.security_and_governance_1.managed_detection_and_response":{"Name":"Managed Detection and Response","Description":"Protection from cyberattacks and operational downtime is critical for small and medium size businesses, but setting up a security operations center can be difficult and expensive. Managed Detection & Response solutions offer comprehensive security to protect your AWS Cloud and on-premises environments. You can outsource your security needs or supplement your internal security team with a fully managed security service."},"compute.cloud_native_applications.managed_web_and_mobile_applications":{"Name":"Managed Web and Mobile Applications","Description":"Customers need faster application deployment cycles without the burden of managing the underlying infrastructure or having to worry about complex configurations parameters. Get up and running in minutes, and focus on what matters the most: your business."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.manufacturing_execution_system_mes":{"Name":"Manufacturing Execution System (MES)","Description":"Leaders in hi-tech electronics want to ensure that their manufacturing operations and production output are working at maximum efficiency. But they often lack access to the detailed operational insights that give them visibility into their operations. They need real-time data on every piece of equipment in the production process, from order to delivery. Data related to current conditions of elements such as inputs, personnel, machines, efficiency, and support services can be tracked to improve manufacturing output, giving them insights throughout the production lifecycle. The Manufacturing Execution System (MES) solutions on AWS give manufacturers the visibility they need."},"life_sciences.manufacturing_and_supply_chain":{"Name":"Manufacturing and Supply Chain","Description":"Solutions to enable the VP of Supply Chain to modernize manufacturing processes by breaking down data silos, generating insights, and utilizing more cost-effective infrastructure, while supporting regulatory compliance."},"life_sciences.manufacturing_and_supply_chain.manufacturing_optimization":{"Name":"Manufacturing Optimization","Description":"Businesses in the life science industry are searching for ways to optimize and modernize their manufacturing processes for optimal efficiency. Using the Manufacturing Optimization solutions on AWS, life science companies can centralize disparate systems by breaking down data silos and derive meaningful insights using machine learning technologies. Businesses can also transition away from expensive legacy systems by migrating to cost-effective infrastructure on AWS, reducing overall operating expenses."},"banking.ecosystem_banking":{"Name":"Ecosystem Banking","Description":"Solutions to help Chief Credit Officer to improve customer experience offering customers enhanced product choice and control of their finances"},"banking.ecosystem_banking.marketplaces_and_ecosystems":{"Name":"Marketplaces and Ecosystems","Description":"Regulators are increasingly enacting standards for open banking, the process for banks and other financial institutions to give customers and third parties easy digital access to their financial data. The number of APIs related to financial services is already growing, and financial institutions will create additional value by providing and accessing open APIs to share and consume data. Financial technology companies continue to enter the market with related financial services applications. Using the Financial Modeling solutions at AWS, banks have secure access and instant availability of open APIs, enabling them to build trust and maintain customer loyalty."},"advertising_and_marketing.ad_intelligence_and_measurement.measurement_attribution_and_verification":{"Name":"Measurement, Attribution and Verification","Description":"Advertising and Marketing teams need to understand the impact of different tactics on sales and revenue, and know how to optimize their marketing efforts accordingly. With Measurement, Attribution & Verification solutions, organizations are able to leverage analytics and machine learning to draw insights on correlation and causation from disparate data sets in order to optimize advertising and marketing activities and spend."},"media_and_entertainment.data_science_and_analytics_for_media.media_analysis_and_metadata_management":{"Name":"Media Analysis and Metadata Management","Description":"Media and entertainment companies have the opportunity to reduce the cost of media storage while improving the search functionality and monetization of media asset libraries by migrating them to the cloud. Media Analysis and Metadata Management solutions on AWS let you set up workflows to migrate media assets to AWS, offering options to analyze video, images, and/or audio to generate valuable metadata upon migration. This allows you to streamline the media migration process and improve the search, discovery, and monetization of content."},"machine_learning_ai_ml.computer_vision":{"Name":"Computer Vision","Description":"Solutions designed to extract rich metadata from images of people, places and things that can be used in meaningful ways, such as powering intelligent search engines and automating content management."},"machine_learning_ai_ml.computer_vision.media_intelligence":{"Name":"Media Intelligence","Description":"Expanding quantities of media-based information such as videos, images, and audio are difficult to codify, classify, and organize. Applying AI/ML to analyze and collect information from within media results in easier storage, recall, and movement of otherwise hard to organize media files. Media Intelligence enables users to more easily label, recall, and combine their media assets."},"media_and_entertainment.media_supply_chain_and_archive.media_management":{"Name":"Media Management","Description":"Media management systems are the foundation for building cloud-based media supply chains and must be specialized to meet the functional requirements of an organization. Media Management solutions on AWS help companies build well-architected, cloud-based content management systems (CMS), digital asset management (DAM), production asset management (PAM), and media asset management (MAM) systems that can scale content production and delivery pipelines. These systems are flexible in the kinds of content and metadata they manage, agile in how they respond to increased needs for volume and velocity, and API-driven to fully integrate into media supply chain workflows"},"media_and_entertainment.media_supply_chain_and_archive.media_processing_transcoding_and_quality_control":{"Name":"Media Processing, Transcoding, and Quality Control","Description":"As content moves into and through the media supply chain, the produced content must go through a number of quality and accuracy control reviews. The Media Processing, Transcoding, and Quality Control solutions on AWS automatically provision resources to visualize workflow steps, their relationships, and their real-time status. These solutions help you identify the root cause of a problem when multiple services are used, and maintain a high level of quality each step of the way."},"charities_and_membership.member_experiences.member_acquisition_and_retention":{"Name":"Member Acquisition and Retention","Description":"Nonprofit leaders know that maximizing member engagement and retention is a necessity. Member Acquisition & Retention solutions on AWS empower organizations to personalize the member experience and deliver the right message at the right time. Using these solutions, organizations can increase revenue from membership dues and improve member retention. Plus, with their digital and modern membership management tools, as well as guided step-by-step workflows, these solutions can help organizations retain and acquire more members by increasing their operational efficiency and improving the member experience."},"credit_unions.member_experiences_1.member_acquisition_and_retention_1":{"Name":"Member Acquisition and Retention","Description":"Credit unions know that maximizing member engagement and retention is a necessity. Member Acquisition & Retention solutions on AWS empower organizations to personalize the member experience and deliver the right message at the right time. With their digital and modern membership management tools, as well as guided step-by-step workflows, these solutions can help organizations retain and acquire more members by increasing their operational efficiency and improving the member experience."},"credit_unions.member_experiences_1.member_analytics":{"Name":"Member Analytics","Description":"Credit unions collect valuable data, but due to data silos, have reported that they don't fully utilize that data to support their decision-making. To make more effective decisions, credit unions need a way to aggregate and visualize the information that they collect. Using Member Analytics solutions on AWS, credit unions can use flexible, streamlined tools to gain powerful insights. By harnessing the power of their data, these organizations are better equipped to make the right decisions to support their missions."},"tooling.placeholder.mergers_and_acquisitions":{"Name":"Mergers and Acquisitions","Description":"Organizations undergoing Mergers & Acquisitions (M&A) need to prepare their cloud infrastructure for secure and effective transitions. Solutions for M&A help you assess your cloud environments, and provide insights to complete M&A integrations."},"supply_chain.visibility_and_control.middle_mile_intelligence_and_visibility":{"Name":"Middle Mile Intelligence and Visibility","Description":"For fleet managers, route planning is critical when managing Middle Mile shipments. If the Middle Mile is not operating effectively and efficiently, it will significantly degrade the Last Mile operations. Maximize operational efficiency with Middle Mile Intelligence & Visibility solutions on AWS. Historical shipment data on traffic and routes as well as data on orders, shifts, and fleet assets are combined with location services that enable fleet managers to create the most efficient delivery routes."},"enterprise_resource_planning.cloud_migrations_and_operations.migration_acceleration":{"Name":"Migration Acceleration","Description":"Migrating on-premises SAP systems for cloud migration can be challenging for companies. Migration Acceleration solutions on AWS help companies navigate this process by providing tools to discover, plan, prioritize, and execute the migration for their on-premises SAP environments. This simplifies cloud migration, enabling a smooth transition while minimizing disruptions."},"charities_and_membership.it_optimization.migration_and_modernization":{"Name":"Migration and Modernization","Description":"Migrating to Amazon Web Services (AWS) unlocks efficiencies and operational benefits. From lower costs to increased speed, AWS helps nonprofits focus more on their core competencies and helps reimagine how they work and innovate. Nonprofits can migrate any workload—applications, websites, databases, storage, physical or virtual servers—and even entire data centers from an on-premises environment, hosting facility, or other public cloud to AWS."},"migration_and_modernization.migration_planning.migration_business_case":{"Name":"Migration Business Case","Description":"A cloud migration provides clear benefits, such as enhanced performance and increased reliability. Even so, any migration project will take time, effort, and resources—gaining stakeholder buy-in through a strong business case is crucial to a successful migration. Migration Business Case solutions on AWS help you design a data-driven business case for moving to the cloud. These solutions guide you through creating a detailed financial plan that accounts for technical considerations, so you can provide the right guidance to stakeholders."},"migration_and_modernization.application_data_and_server_migrations.migration_orchestration_for_sap":{"Name":"Migration Orchestration for SAP","Description":"SAP customers that are not familiar with AWS services often have a hard time discovering and prioritizing their on-premise SAP systems for the cloud migration. With Migration Orchestration for SAP solutions on AWS, customers now have a tool to discover, plan, and prioritize the right migration strategy for their on-premise SAP systems."},"storage.cloud_infrastructure.migrations":{"Name":"Migrations","Description":"As data volumes continue to grow, organizations face challenges scaling their on-premises storage systems, managing high operational costs, and handling complex maintenance requirements. Migration solutions on AWS help organizations efficiently transfer file data to fully managed, scalable storage services. These solutions streamline the migration process while maintaining data integrity, enabling organizations to achieve virtually unlimited scalability, reduce operational complexities, and align costs with actual usage."},"travel_and_hospitality.optimize_it.migrations_for_legacy_applications":{"Name":"Migrations for Legacy Applications","Description":"Companies in travel and hospitality are looking for ways to upgrade their legacy systems and better manage employee skills and talent needs—while also saving costs and driving innovation. By using Migrations for Legacy Applications solutions, companies can migrate their applications to the cloud, which streamlines and modernizes workflows while freeing IT personnel from infrastructure maintenance so that they can focus on business outcomes. Companies are able to increase system resiliency, scalability, and flexibility while reducing costs and improving productivity."},"machine_learning_ai_ml.ml_ops_code_and_devops.ml_ops_and_infrastructure":{"Name":"ML Ops and Infrastructure","Description":"Machine Learning (ML) is quickly becoming integrated into many production environments, both physical and virtual. Managing these ML production systems with best practices, proper architecture, redundancy, and scalable systems is a necessary step to harden production. Reliability, ease of operation, and maintainability are increased when implementing the proper development operations standards. Adding new capabilities to ML environments to accelerate ML workflows and improve insights."},"engineering_and_design.system_engineering.model_based_system_engineering_mbse":{"Name":"Model Based System Engineering (MBSE)","Description":"Customers are finding that capturing cost overruns, schedule slips, reduced capabilities, and asset reliability is a complex process. The information comes from different disciplines and needs to be shared with the designers and other stakeholders. Frameworks like model-based systems engineering (MBSE) are often used to improve the overall decision-making process. The Model Based Systems Engineering solutions on AWS support a tighter integration of requirements with the system, sub-system, and the component-level design process. Importantly, the solutions enable data traceability, accessibility, and collaboration across stakeholders at every stage of the design process."},"aerospace_and_satellite.engineering_research_and_development.model_based_system_engineering_mbse_1":{"Name":"Model Based System Engineering (MBSE)","Description":"Aerospace companies are transitioning from a file-based data model structure to a model-based approach. This increases the need to connect data from multiple applications such as engineering models and testing scenarios. With the Model Based System Engineering (MBSE) solutions on AWS, these applications can be traced and linked through the entire product lifecycle. Large numbers of simulations are performed on the logical functions of these applications to ensure that all requirements are met. This helps aerospace companies adopt agile product development practices across multiple applications."},"engineering_and_design.system_engineering.model_based_design_and_development":{"Name":"Model-Based Design and Development","Description":"To reduce expensive physical prototyping iterations and identify optimal designs for reliability, cost and performance targets, customers are adopting model-based simulation approaches to verify a design of a system and optimize the hardware and software implementations. The solution response offers an integrated environment to test the system level simulation framework for 1/ sensitivity to design and operational parameters, 2/ identify right configuration of components, and 3/ interaction between components to deliver the best possible overall engineering design outcomes."},"automations.workload_optimization":{"Name":"Workload Optimization","Description":"Solutions to enable the Chief Information Officer to automatically identify cost reduction opportunities—observing actual usage to ensure workloads run efficiently and utilize resources optimally, both on-premise and in the cloud."},"automations.workload_optimization.modernization_automations":{"Name":"Modernization Automations","Description":"Enterprises wanting to modernize their operations are looking for efficient methods to calculate total cost of ownership and oversee identity and access management. Modernization Automations on AWS help transform these complex, laborious, and time-consuming manual operations. With actionable guidance from resources like a modernization hub, and centralized billing data as well as other metrics, these solutions can support cost savings after modernization."},"travel_and_hospitality.optimize_it.modernization_for_systems_and_solutions":{"Name":"Modernization for Systems and Solutions","Description":"Companies in travel and hospitality are looking for ways to upgrade their legacy systems and better manage employee skills and talent needs—while also saving costs and driving innovation. By using Migrations for Legacy Applications solutions, companies can migrate their applications to the cloud, which streamlines and modernizes workflows while freeing IT personnel from infrastructure maintenance so that they can focus on business outcomes. Companies are able to increase system resiliency, scalability, and flexibility while reducing costs and improving productivity."},"networking.network_management_and_operations":{"Name":"Network Management and Operations","Description":""},"networking.network_management_and_operations.monitoring_and_alerts":{"Name":"Monitoring and Alerts","Description":"Monitor all networking resources and gain a better perspective on how your applications or services are performing and responding to consumers' demand. You can also set alarms that watch for certain thresholds, and send notifications or take actions when those thresholds are met"},"engineering_and_design.analysis_and_optimization.multi_disciplinary_workload":{"Name":"Multi-Disciplinary Workload","Description":"With increasing product complexity, efficient design decisions need to incorporate various inputs across diverse teams and disciplines. The solution integrates heterogeneous Computer Aided Design (CAD) and Computer Aided Engineering (CAE) applications, exchanging information bi-directionally across tools in an automated manner, to help accelerate engineering design decisions based on given constraints and requirements. Design of alternatives, sensitivity studies as well as uncertainty quantification can be performed with the solution."},"automations.low_code_no_code.multi_industry_app_development_automations":{"Name":"Multi-Industry App Development Automations","Description":"Businesses across all industries recognize the value of supporting their customers with customized apps. Multi-industry App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to app creation."},"automations.continuous_planning.multi_industry_planning_automations":{"Name":"Multi-Industry Planning Automations","Description":"Businesses across industries need to adapt to ever-changing environments, requiring continuous planning cycles that incorporate up-to-date data and multiple scenarios. But many face challenges manually gathering data, modeling futures, and keeping teams aligned. Multi-Industry Planning Automations on AWS offer a connected planning environment that integrates live data, facilitates collaborative what-if analysis, and automates tasks. These solutions help businesses reduce costs by incorporating predictive analytics into their planning models, resulting in increased agility, improved accuracy, and better visibility to make data-driven decisions."},"to_be_deprecated_genomics.data_aggregation_and_governance.multi_omics_and_multi_modal_data_analysis":{"Name":"Multi-Omics and Multi-Modal Data Analysis","Description":"Healthcare and life science companies are seeing a rapid growth in both the size and diversity of patient-level data. Modalities include genomic, medical imaging, clinical history, medical claims, and sensor data. While multi-modal data offers a comprehensive view that can improve patient outcomes and care, integrating and analyzing multiple modalities at scale is challenging, preventing customers from adopting multi-modal analytics for precision health applications. The Multi-Omics & Multi-Modal Data Analysis solutions on AWS help companies to easily store, integrate, and analyze genomic, health records, and medical imaging data to accelerate precision health. With the use of machine learning, these solutions simplify the process of turning raw data into meaningful insights."},"resilience.high_availability_continuity_of_operations.multi_region_applications":{"Name":"Multi-Region Applications","Description":"While single-Region architectures are sufficient for many resilience requirements, some organizations need additional capabilities to meet stringent recovery point objectives (RPO), recovery time objectives (RTO), and disaster recovery needs. Multi-Region Applications solutions on AWS help organizations build and operate applications across multiple Regions to address these advanced requirements. These solutions tackle the complex technical and operational challenges of multi-Region architectures, enabling organizations to achieve their desired levels of resilience while optimizing costs and resources."},"networking.network_management_and_operations.network_automation":{"Name":"Network Automation","Description":"A modern approach to AWS networking deployments. NetDevOps is a modern approach to AWS networking deployments as it orchestrates and automates network changes to reduce the network delivery lifecycle, treats the network as code to allow for version control, and reliably tests changes to make sure of quality and stability."},"capabilities.infrastructure":{"Name":"Infrastructure","Description":"Solutions to enable a Cloud Architect to design, build, and manage a secure and highly available cloud environment."},"capabilities.infrastructure.network_connectivity":{"Name":"Network Connectivity","Description":"Critical to any cloud infrastructure and data center are security and availability. To meet your workload’s connectivity needs, design, build, and manage a secure and highly available network using the Network Connectivity capability. The best practices and resources provided help you automate your network and meet your security, resilience, and reliability requirements."},"security_identity_and_compliance.threat_detection_and_response.network_detection_and_response_ndr":{"Name":"Network Detection and Response (NDR)","Description":"Customers want to gain real-time visibility into network activity and detect threats across cloud environments. Network Detection and Response (NDR) Solutions on AWS monitor network traffic, analyze flows, detect anomalies, and provide automated threat response capabilities without requiring endpoint agents. This enhances security posture and enables rapid incident response, reducing risk and operational overhead."},"capabilities.infrastructure.network_security":{"Name":"Network Security","Description":"Network and application security teams have particular protection and compliance requirements. With Network Security solutions, teams can create a secure infrastructure for devices, applications, users, and partners. Achieving the protection needs for workloads in a secure environment."},"networking.network_security.network_security_policy_management":{"Name":"Network Security Policy Management","Description":"Decentralized management of network performance and access can be a complex set of tasks. Automatically deploy and monitor changes, centrally manage user and group provisioning, and audit and track performance for your network. Improve compliance, security, and privacy while also streamlining performance, efficiency, change management, and auditing and reporting capabilities."},"security_identity_and_compliance.infrastructure_security.network_security_policy_management_nspm":{"Name":"Network Security Policy Management (NSPM)","Description":"Managing network security policies across multiple cloud environments is complex, leading to inconsistencies and potential security risks. Network Security Policy Management (NSPM) Solutions on AWS enable centralized management and analysis of security policies, providing visibility, identifying conflicts and redundancies, and automating policy optimization. Organizations benefit from a consistent security posture and reduced complexity in managing network security across their cloud environments."},"enterprise_resource_planning.business_process_modernization.no_code_low_code_development":{"Name":"No-Code Low-Code Development","Description":"SAP customers need a robust DevOps and testing platform to release new capabilities more quickly, increase software delivery speed, and improve quality. The combined DevOps and testing solutions allow customers to innovate faster, deliver seamless releases, and achieve better business outcomes."},"blockchain.infrastructure_1.node_deployment_and_management":{"Name":"Node Deployment and Management","Description":"When it comes to building decentralized applications, you need a strong blockchain infrastructure and an efficient operating system. The Node Deployment & Management solutions on AWS can help you deploy and configure Layer 1 and Layer 2 blockchain peer nodes. These nodes store a copy of the distributed ledger and serve as communication hubs for various network tasks, allowing you to produce at large scale and delegate your workloads efficiently."},"blockchain.digital_assets_and_tokenization":{"Name":"Digital Assets and Tokenization","Description":"Help technical decision makers in the process of converting ownership rights into purely digital representations of an asset that can be subdivided, traded, and stored on decentralized ledger technology (DLT)."},"blockchain.digital_assets_and_tokenization.non_fungible_tokens":{"Name":"Non-Fungible Tokens","Description":"Non-fungible tokens (NFTs) can seem daunting to understand and complex to adopt, especially when it comes to the tooling behind them. As NFTs represent a unique asset such as a piece of art, digital content, or media, managing these assets is critical to maintaining their value. AWS Non-fungible Tokens solutions on AWS let users build workloads to mint and manage digital assets like NFTs. This removes some of the challenges involved in protecting the assets."},"capabilities.operations":{"Name":"Operations","Description":""},"capabilities.operations.observability":{"Name":"Observability","Description":"Gathering security and operational data, provides customers with the necessary insights to understand what is happening in a system or environment. With the Observability capability, customers can view near-real-time analysis of data that identifies anomalies, indicators of compromise, performance issues, and configuration changes. Expand your observability, how well you can understand what is happening in a system, by using this capability to establish the mechanisms and tools for the right insights across your environment."},"analytics.advanced_analytics":{"Name":"Advanced Analytics","Description":""},"analytics.advanced_analytics.observability_analytics":{"Name":"Observability Analytics","Description":"When you are operating at cloud speed and scale, you need answers to important business questions such as “Is my system experiencing an outage?”, “How is my app performing for my end users?”, and “Are my KPIs and SLAs being met?”. Search for operational insights from your monitored systems, spot problems before they disrupt the customer experience, and enable your business to respond and resolve issues quickly."},"customer_experience.customer_service_and_contact_center.omnichannel_customer_support":{"Name":"Omnichannel Customer Support","Description":"On-premises contact centers are costly to operate, time-consuming to manage, and often very complex to set up. With Omnichannel Customer Support solutions on AWS, companies can achieve consistent and connected customer experiences across voice and chat that adapt in near real-time. These solutions provide personalized automation that delights customers. They leverage multilingual, conversational artificial intelligence (AI) to understand intent and maintain context while automating tasks and engaging with customers over voice, SMS, and email."},"travel_and_hospitality.customer_service.omnichannel_traveler_guest_communication":{"Name":"Omnichannel Traveler/Guest Communication","Description":"Companies in the travel and hospitality (T&H) industry need to deliver the right message at the right time to the right traveler throughout their journey. Using Omnichannel Traveler/Guest Communication solutions on AWS, companies can manage and analyze customer communications across multiple channels, such as email, web, and social media. T&H companies can use this data to personalize the customer experience, such as developing intelligent emails to reduce response times. Ultimately, these solutions can help reduce manual labor and allows staff to focus on providing better service to their customers."},"travel_and_hospitality.optimize_core_operations.operation_resiliency_and_continuity":{"Name":"Operation Resiliency and Continuity","Description":"Travel and hospitality companies need ways to improve efficiency so that they can better predict, mitigate, and handle disruptions to operations in a flexible and cost-effective manner. By using Operation Resiliency & Continuity solutions, companies can quickly and easily manage data to better understand their customers and operations, boosting predictive capabilities and parsing customer information for behavioral patterns. With these solutions, companies can build more efficient processes and benefit from global scale, agility, and flexibility to gain deeper insights and drive actionable outcomes."},"analytics.predictive_analytics_and_machine_learning":{"Name":"Predictive Analytics and Machine Learning","Description":"Solutions to enable the VP of Data Science & Analytics to gain valuable insights from data, make data-driven decisions, and stay ahead of the competition by anticipating and adapting to changes in the market, customer needs, and operational challenges."},"analytics.predictive_analytics_and_machine_learning.operationalizing_machine_learning":{"Name":"Operationalizing Machine Learning","Description":"Deploying a set of mechanisms to analyze and interpret your business from the ground up is a challenge, especially when machine learning is a requirement. Deploying proven frameworks around which to do your construction can improve your success, decrease your cost, and speed time to value. Combine that with pre-built interfaces targeted to address known business issues, and your organization can be running at enterprise-speed with full capabilities in a few clicks."},"supply_chain.operations_and_automation.order_fulfillment_and_distribution":{"Name":"Order Fulfillment and Distribution","Description":"Consumers seek reliable and transparent distribution practices. Due to complex distribution networks, business-to-business (B2B) companies lack visibility into sales, inventory, and order status. Order Fulfillment and Distribution solutions support multi-channel fulfillment and visibility into global inventory. This helps improve on-time in-full (OTIF) metrics, reduce fulfillment costs, and analyze carbon footprint or other environmental, social, and governance (ESG) metrics."},"consumer_packaged_goods.supply_chain.order_management_and_fulfillment":{"Name":"Order Management and Fulfillment","Description":"Customer standards for order management and fulfillment have increased, as customers expect no substitutions, cancellations, delays, or unplanned costs. Order Management & Fulfillment solutions on AWS help consumer packaged goods (CPG) companies deliver against order metrics, leading to stronger brand loyalty and lower overhead costs. These solutions can support CPG companies as they look to develop closer customer relationships and tailor to customer needs."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.overall_equipment_effectiveness":{"Name":"Overall Equipment Effectiveness","Description":"Semiconductor manufacturers want to quantify manufacturing production losses and improve revenue. To do this, they need to understand Overall Equipment Effectiveness (OEE) across semiconductor manufacturing sites. However, it is difficult to gather and standardize OEE data across assets at a site. Overall Equipment Effectiveness solutions on AWS provide cloud-based OEE data management and predictive analytics to help meet semiconductor production key performance indicators (KPIs). These KPIs help you identify bottlenecks, monitor asset utilization, predict equipment downtime, and maximize production."},"agriculture.equipment_manufacturing.overall_equipment_effectiveness_oee_optimization":{"Name":"Overall Equipment Effectiveness (OEE) Optimization","Description":"Agri-food manufacturers are searching for ways to improve the availability and efficiency of their machines. Using Overall Equipment Effectiveness (OEE) Optimization solutions, manufacturers can analyze a range of insights using data pulled from systems across their business. With these solutions in place, these companies can improve machine availability by automating key workflows for asset management, such as placing maintenance work orders or procuring replacement parts."},"research_1.sustainable_funding.patient_data_and_consent":{"Name":"Patient Data and Consent","Description":"Research organizations collect and protect patient and participant data. Patient Data and Consent solutions on AWS can help leaders responsibly analyze data while respecting patient consent to deliver on mission."},"life_sciences.commercial_and_medical_affairs":{"Name":"Commercial and Medical Affairs","Description":"The solution area helps commercial & medical affairs teams of Life Sciences organizations to establish an Intelligent Insights Foundation with a connected HCP (Health Care Providers) & Patient 360° view, leverage advanced analytics to unleash and democratize actionable insights that translate into improved customer experiences, provide contextualized, Next Best Engagement recommendations to optimize customer engagement impact, End-to-End Content Intelligence to help fueling engagement channels with resonating content in an agile way powered by intelligent automation, Smart patient engagement to support patients along their care journey and help outcomes, and Intelligent Case Processing/Automated Adverse Events (AE) Detection to automate the intake and disposition of AE information and reduce the reliance on humans for case processing while also reducing overall cost."},"life_sciences.commercial_and_medical_affairs.patient_outcome_prediction":{"Name":"Patient Outcome Prediction","Description":"Patient data is often scattered across systems, making it difficult to build a comprehensive picture of a patient’s health and future outcomes. Patient Outcome Prediction solutions on AWS use artificial intelligence and machine learning (AI/ML) and natural language processing (NLP) on de-identified, longitudinal patient data to discover patterns in a patient’s medical history. This helps life sciences organizations generate insights about patient outcomes, such as disease progression, to increase timely interventions, earlier identification of eligible treatments, and data-driven care management."},"public_finance.central_banks_and_financial_regulators.payment_modernization":{"Name":"Payment Modernization","Description":"Payment methods in the digital age go beyond cash and checks. With the advent of payment features such as cash sharing apps, no-touch pay, and mobile deposits, financial institutions must keep up and modernize their own systems. Payment Modernization solutions on AWS provide tools that reduce the cost and complexity of maintaining, updating, and scaling payment systems. AWS offers managed services that reduce operational burden for payment systems while also securing sensitive financial information from unauthorized access and breaches."},"games_1.game_backend_and_infrastructure.persistent_world_games_infrastructure":{"Name":"Persistent World Games Infrastructure","Description":"Persistent world games and applications provide players with immersive experiences, where they can play and interact with other users in worlds that persist between player sessions. Building these experiences can be challenging, as they need to be globally deployed, scaled, and monitored, with world specific player data stored in databases. Also, the world and player session management systems need to place players in worlds in a scalable way and control the player limits for each world. The Persistent World Games Infrastructure solutions on AWS provide reliable, global, and scalable ways to host different types of persistent virtual worlds and massive multiplayer online game experiences."},"consumer_packaged_goods.customer_engagement_and_marketing.personalization":{"Name":"Personalization","Description":"Consumers today have become familiar with marketing interactions that are personalized for them, whether it is customized emails in their inbox or direct interactions on a website. With Personalization solutions on AWS, Consumer Packaged Goods (CPG) organizations can run look-a-like and propensity modeling across 1P and partner data sets to identify audiences for retention and acquisition opportunities in order to grow relationships. These solutions enable CPG organizations to strengthen their marketing efforts to engage consumers with marketing content, improve sales conversions, and grow brand loyalty."},"media_and_entertainment.data_science_and_analytics_for_media.personalization_1":{"Name":"Personalization","Description":"Companies in the media and entertainment industry want to provide personalized media recommendations to their customers to optimize the consumer experience. Personalization solutions build on the foundation of Amazon Personalize with customizations to satisfy media and entertainment-specific recommendation use cases. Using these solutions, you can build personalization experiences that meet customer expectations and increase engagement, resulting in better lifetime value for each customer."},"retail.customer_engagement_and_marketing_1.personalization_2":{"Name":"Personalization","Description":"Retailers have the opportunity to improve product recommendations to consumers and increase sales conversions by using personalization. Personalization helps retailers to provide highly relevant content and product recommendations using machine learning. By using these Personalization solutions, businesses can use machine learning to gain insights on consumer buying and browsing behavior, increasing the likelihood that they will respond to a targeted offer and driving improved sales conversions."},"machine_learning_ai_ml.personalization_and_recommendation":{"Name":"Personalization and Recommendation","Description":""},"machine_learning_ai_ml.personalization_and_recommendation.personalization_3":{"Name":"Personalization","Description":"By understanding nuances of individual preferences and context, generative AI can dynamically create personalized content like messaging, images, videos, and digital experiences. This level of personalization heightens customer engagement, optimizes marketing campaigns, and boosts revenue across the entire customer lifecycle."},"betting_and_gaming_technology":{"Name":"Betting and Gaming Technology"},"betting_and_gaming_technology.player_engagement":{"Name":"Player Engagement","Description":"Solutions that enable the VP of Customer Experience to create a comprehensive view of patrons, integrate data from various sources, gain valuable insights, deliver personalized experiences, tailor services, and implement effective loyalty programs."},"betting_and_gaming_technology.player_engagement.personalization_4":{"Name":"Personalization","Description":"Chief Marketing Officers (CMOs) in the Betting & Gaming sector struggle to enhance player engagement and retention amidst intense competition. Personalization solutions on AWS empower marketers to leverage personalization and deliver tailored experiences, improving player retention and driving revenue growth. Personalized recommendations enhance the overall player experience, increasing time spent on the platform and customer lifetime value."},"new_to_aws.apply_machine_learning_ai_ml.personalization_5":{"Name":"Personalization","Description":"Today, customers have come to expect a personalized shopping experience. And many businesses want to provide that curated experience to build trust with the customer and stay relevant. But businesses often don't know how to get started. With the Personalization solutions on AWS, businesses can create individualized interactions for customers, enhancing their experience based on their preferences and interests. These solutions come with a recommendation engine that consumes various sources of data to make predictions about what the customers find most interesting and engaging. As customers engage with the products and content digitally, these solutions help create real-time recommendations and curated experiences. This can improve clickthrough rates, drive more views, improve user conversion, and increase average revenue per user."},"games_1.player_acquisition_engagement_and_monetization.personalization_and_experimentation":{"Name":"Personalization and Experimentation","Description":"Personalization and experimentation in games improve player acquisition efficiency, retention and to promote long-term engagement. By tailoring experiences to individual play styles, preferences, and activities, developers can create unique journeys for each player. This customization can apply to various game and marketing aspects, including ads, matchmaking, onboarding and store offers. Personalization and Experimentation solutions on AWS use machine learning (ML) models, game and player analytics, and game backend technology to identify player needs and deploy personalized features. These solutions help developers understand and respond to distinct player requirements, ultimately creating more engaging and profitable games."},"charities_and_membership.donor_member_and_volunteer_insights.personalized_communications":{"Name":"Personalized Communications","Description":"Successful fundraising with donors, engagement with members, and planning with volunteers requires effective communication with everyone. Personalized Communication solutions on AWS help to streamline engagements with donors, members and volunteers about their favorite causes at their preferred touchpoints and level of frequency. With these solutions users have access to guided step-by-step workflows to facilitate smooth communications that support nonprofit organizations' mission, progress, and goals."},"credit_unions.member_experiences_1.personalized_communications_1":{"Name":"Personalized Communications","Description":"Credit unions need to use communication methods that are as unique as the members they serve to raise money with donors, engage with members, and plan with volunteers. The Personalized Communications solutions on AWS help to streamline engagements with members about their favorite engagements at their preferred touchpoints and level of frequency. With these solutions, users have access to guided, step-by-step workflows to facilitate smooth communications that support a credit unions' mission, progress, and goals."},"sustainability.climate_risk_resilience":{"Name":"Climate Risk & Resilience","Description":"Climate change is experienced at a global and hyper-local scale through buildings, cities, and other infrastructure. Resilience is the ability to prepare for, recover from, and adapt to extreme weather events driven by climate change. Climate risk assessments identify the likelihood of future climate hazards and their potential impacts for communities, infrastructure, and socio-economic systems (e.g.supply chains). This is fundamental for informing the prioritization of climate action and investment in adaptation."},"sustainability.climate_risk_resilience.physical_climate_risk_assessment":{"Name":"Physical Climate Risk Assessment","Description":"Physical climate risk assessment provides critical insights into the expected impacts of climate change to businesses, organizations, and communities. Understanding the potential risks and consequences of climate change empowers decision-makers to create and implement effective strategies for adaptation and resilience. By using Physical Climate Risk Assessment solutions on AWS, organizations can harness advanced climate models and datasets to generate actionable insights across their portfolios, operations, and supply chains with high fidelity and granularity."},"primary_and_secondary_education_k_12.academic_administration":{"Name":"Academic Administration","Description":"Solutions to help Directors of Finance, HR and Student Reporting run, manage and provide access to reporting on core administrative systems such as payroll, professional development, attendance and scheduling."},"primary_and_secondary_education_k_12.academic_administration.planning_and_performance":{"Name":"Planning and Performance","Description":"Schools and institutions need to navigate an array of data from student management systems, school bus routing schedules, and student information platforms, amongst others. Leaders must address how best to truly connect and integrate all these systems, and achieve better data access to consume and draw knowledge, while increasing visibility, and security. Education institutions can leverage the power of unified business intelligence (BI), natural languages queries, artificial intelligence (AI) and machine learning (ML) to spend less time searching for the right data, allowing them to make key administrative decisions to improve school climate, operational efficiency and productivity."},"agriculture.agricultural_science":{"Name":"Agricultural Science","Description":"Solutions to help the SVP of R&D accelerate time to market, improve collaboration within the Product Development organization and with suppliers, improve R&D efficiencies and scale up and down efficiently to accommodate spikes in product and process development workloads."},"agriculture.agricultural_science.plant_and_animal_genomics":{"Name":"Plant and Animal Genomics","Description":"To improve the efficiency and precision of agriculture, agricultural companies are increasingly turning to genomics, the field of science that catalogs the billions of DNA pairs that encode the genes in organisms. These companies—such as seed companies and livestock breeding programs—want to put powerful digital tools in the hands of their researchers. Using Genomics solutions on AWS, agricultural companies get the most out of their genomics research pipelines. These solutions provide toolkits for data security, analysis, and workflow automation."},"media_and_entertainment.broadcast_and_live_production.playout":{"Name":"Playout","Description":"The way media is consumed is continually evolving, requiring broadcasters to be agile in their ability to support new mediums and requirements to keep up with the viewing demands of end-users. Playout solutions on AWS help media content owners adopt the newest distribution technology that can scale to meet consumer demand. Content owners can distribute to traditional over-the-air and pay TV, as well as free ad-supported TV (FAST) channels on connected TV environments."},"retail.smart_stores.point_of_sale":{"Name":"Point of Sale","Description":"Consumers are demanding more from retailers, such as faster checkout, buy-online-pickup-in-store, and rich product information, however, many legacy point-of-sale (POS) options are not up to the task. Point of Sale solutions on AWS, provide PCI security, can be extended quickly, and are able to expand to other countries, delivering an innovative retail experience to customers."},"supply_chain.visibility_and_control.port_automation_and_visibility":{"Name":"Port Automation and Visibility","Description":"Ocean ports have very few automated functions, making them susceptible to disruption. Additionally, data sharing across ports is limited, leading to poor coordination for shippers. Port Automation & Visibility solutions on AWS tie together data from port stakeholders and provide a common data platform to improve operations, cargo flow, and cost optimization. This increases productivity and visibility in port environments, leading to a better experience for shippers and greater profitability for ports."},"analytics.predictive_analytics_and_machine_learning.prediction_and_recommendation":{"Name":"Prediction and Recommendation","Description":"Predictions and recommendations lead to higher levels of adoption and engagement for your customers. Connect data from internal and third-party sources and apply machine learning techniques to identify ideal customer pathways and guide customers toward those preferred behaviors. Individualized recommendations and user experiences can result in improved conversion rates and customer satisfaction."},"machine_learning_ai_ml.predictive_analytics.predictive_maintenance":{"Name":"Predictive Maintenance","Description":"The best cared for mechanisms perform the best and last the longest. Monitor efficiency, throughput, and life-expectancy data from those mechanisms and interpolate them with AI/ML into manageable, maintenance insights. Better maintained and managed assets result in less down-time and higher outputs."},"travel_and_hospitality.optimize_core_operations.predictive_maintenance_and_repairs_optimization":{"Name":"Predictive Maintenance and Repairs Optimization","Description":"Travel and hospitality (T&H) organizations benefit from technologies that help them plan for recurring maintenance needs and predict irregular repairs in a cost-effective way. Predictive Maintenance & Repairs Optimization solutions on AWS can facilitate a single glance at operations, from monitoring data to assessing equipment health. Machine learning algorithms help organizations to forecast breakdowns, plan maintenance, and optimize inventory, providing the visibility that organizations need to allocate their resources more efficiently, improve agility and performance, and optimize costs by reducing core equipment downtime."},"supply_chain.operations_and_automation.predictive_maintenance_for_vehicles":{"Name":"Predictive Maintenance for Vehicles","Description":"Fleet and vehicle managers seek to identify potential vehicle failures through predictive maintenance. However, they must contend with multiple models and makes of vehicular equipment. Predictive Maintenance for Vehicles solutions on AWS take thousands of vehicle data points, regardless of the model or make, and analyze this data across all asset patterns that have led to failures in the past. By analyzing data from key components like sensors, driver usage, and tire tread status, managers can identify failures before they occur."},"retail.digital_commerce_1.price_and_promotion_engine":{"Name":"Price and Promotion Engine","Description":"Retailers need to streamline and simplify every aspect of their promotions. But the rules governing the promotions are often complex, limiting marketing efforts and risking customer loyalty in the process. The Price & Promotion Engine solutions on AWS help retailers apply the correct pricing and promotions to the items in the customers' cart, all within seconds. These solutions consider the context of the transactions and determine how to best apply promotions to a cart of products, allowing marketing teams to provide targeted promotions while increasing sales and brand loyalty."},"retail.merchandising_and_planning.price_and_promotions_recommendations":{"Name":"Price and Promotions Recommendations","Description":"Product pricing directly impacts sales and margins, but price optimization is a complex task that must consider a wide variety of factors to get accurate results, which can be difficult for companies to deploy easily. By using Price & Promotions Recommendations solutions on AWS, retailers can use price optimization tools to set prices that account for demand, available inventory, margins, competitive prices, and seasonality. By using these solutions, retailers can discover the best initial price, promotions, and markdowns so that they can better sell their inventory and maximize margins."},"hi_tech_electronics_and_semiconductor.new_product_development.printed_circuit_board_design":{"Name":"Printed Circuit Board Design","Description":"Electronics, industrial, and automotive companies with printed circuit board (PCB) and research and development (R&D) teams are looking to improve PCB engineering application performance and productivity. PCB solutions running on AWS are enabling companies to scale their workforce and PCB engineering operations without compromising PCB application performance or intellectual property (IP) security. This enables companies to improve collaboration with component engineering, librarians, signal integrity and manufacturing teams, resulting in improved product quality and faster time to market."},"security_identity_and_compliance.identity_and_access_management.privileged_account_and_session_management_pasm":{"Name":"Privileged Account and Session Management (PASM)","Description":"Organizations need to control and monitor privileged access within cloud environments, to address security risks and compliance requirements. Privileged Account and Session Management (PASM) Solutions on AWS securely store privileged credentials, automate credential rotation, record sessions, and provide detailed activity logging. PASM helps prevent unauthorized privileged access, maintain comprehensive audit trails, and meet compliance requirements, enhancing security posture and enabling regulatory adherence."},"cloud_operations.cloud_governance":{"Name":"Cloud Governance","Description":"Setting up a foundation for operations with governance built in helps customers ensure that their environment is secure, scalable and cost efficient."},"cloud_operations.cloud_governance.proactive_and_responsive_cloud_governance_controls":{"Name":"Proactive and Responsive Cloud Governance Controls","Description":"Many organizations lack the preventative and detective controls needed to establish comprehensive governance over cloud environments. Proactive and Responsive Cloud Governance Controls solutions on AWS automate preventative controls, such as access policies and guardrail provisioning, in addition to detective controls, such as monitoring, logging, and configuration of drift detection. Through programmatic enforcement of policies and automated deployment, organizations can confirm that cloud resources are deployed and maintained in alignment with organizational requirements, while quickly addressing deviations or security threats."},"automations.process_intelligence.process_assessment_automations":{"Name":"Process Assessment Automations","Description":"What business processes do organizations really follow? Process Assessment Automations on AWS can assist teams by automating their business process assessments. These solutions derive information directly from event logs and automate analysis of human screen-based activity in place of empirically gathered information. With Process Assessment solutions on AWS, organizations can help answer specific performance and compliance-oriented assessment questions for cloud, edge, or on-premise processes."},"agriculture.grain_produce_and_protein_processing.process_manufacturing_data_framework":{"Name":"Process Manufacturing Data Framework","Description":"Agri-food manufacturers need an efficient, cost-effective way to manage industrial data at scale for their smart-manufacturing solutions. With Process Manufacturing solutions, companies can access preconfigured, cloud-based Internet of Things (IoT) applications to support their smart-manufacturing data strategies. With the Process Manufacturing Data Framework in place, manufacturers can access, maintain, and manage their data in a centralized AWS account, reducing costs while accelerating innovation."},"oil_and_gas.downstream.process_optimization":{"Name":"Process Optimization","Description":"Process optimization helps improve operations to maximize efficiency, productivity, reliability, and profitability. Because of the scale and complexity of energy and utility plants, process optimization activities are often cumbersome and onerous. The Process Optimization solutions on AWS are cloud-native offerings, powered by artificial intelligence (AI), and built to provide data-driven insights, predictions, and recommendations that improve process safety, reliability, and performance. These solutions support engineers and operators in real-time optimization efforts, including improving throughput, product quality, yields, energy efficiencies, and emissions management."},"hi_tech_electronics_and_semiconductor.sustainability_1":{"Name":"Sustainability","Description":"Solutions to help Head of Sustainability manage overall product carbon footprint (PCF) of products including carbon calculators and analytics tools to uncover hidden sources of carbon, and  carbon costs of semiconductor production and end-of-life disposal."},"hi_tech_electronics_and_semiconductor.sustainability_1.product_carbon_footprint_pcf":{"Name":"Product Carbon Footprint (PCF)","Description":"High demand for semiconductor chips is driving significant growth and increased visibility for the hi-tech industry. Concurrently, attention to sustainability practices within semiconductor and electronics manufacturing is intensifying. The product carbon footprint (PCF) makes up the total greenhouse gas emissions a product generates from raw material extraction to the end of the product’s useful life. Using Product Carbon Footprint solutions on AWS, companies can automate granular emissions tracking to generate up-to-date insights on product sustainability performance and identify improvement opportunities. These scalable solutions help manufacturers measure and manage their PCFs, reduce manual effort, and better prepare to exercise transparency for regulators and customers."},"sustainability.esg_reporting_insights.product_carbon_footprint_pcf_1":{"Name":"Product Carbon Footprint (PCF)","Description":"Across their product portfolios and extended value chains, manufacturers need to be able to track their product carbon footprints (PCFs). PCFs make up the total greenhouse gas emissions a product generates from raw material extraction to the end of the product’s useful life. Using Product Carbon Footprint solutions on AWS, companies can automate granular emissions tracking to generate up-to-date insights on product sustainability performance and identify improvement opportunities. These scalable solutions help manufacturers measure and manage their PCFs, reduce manual effort, and better prepare to exercise transparency for regulators and customers."},"engineering_and_design.enterprise_lifecycle_management":{"Name":"Enterprise Lifecycle Management","Description":"Organizations are looking to unlock efficiencies across various stages of complex product development lifecycle by leveraging various enterprise lifecycle management tools such as application lifecycle management (ALM), product lifecycle management (PLM), Enterprise Resource Planning (ERP), Supply Chain Management (SCM) to name a few. These lifecycle management tools promote data visibility across all assets at various stages of product development from concept design to manufacturing to operation, encourages cross disciplinary \ncollaboration, traceability of information and enables enterprise change & configuration management. In addition to each lifecycle management system supporting various business objectives from product validation to resource planning, continuous synchronization across various enterprise systems is needed to maintain business agility to respond to fast changing requirements and outcomes."},"engineering_and_design.enterprise_lifecycle_management.product_cost_management":{"Name":"Product Cost Management","Description":"If a business wants to achieve product cost targets while minimizing supply chain risks, it needs to align design objectives with sourcing strategies. Product Cost Management solutions on AWS do just that. These solutions provide transparency into cost drivers and improve New Product Introduction (NPI) processes. With the right data for manufacturer availability, supply chain, resourcing, and materials, engineering teams can easily simulate various combinations and compare alternatives. The solutions allow for management of parts and component obsolescence, align sourcing and buying preference during the product design phase, and it helps manage cost structure and value engineering with suppliers."},"consumer_packaged_goods.manufacturing_and_product_development.product_lifecycle_management":{"Name":"Product Lifecycle Management","Description":"Consumer goods and Consumer Packaged Goods (CPG) companies benefit from technologies that help boost communication and efficiency across internal and external teams. Product Lifecycle Management (PLM) solutions on AWS help industrial manufacturers improve time to market by increasing the performance of PLM workflows across global, remote teams using a single version of the truth in product development. With these solutions, CPG teams are enabled to increase their revenues by bringing innovative products to market - fast."},"agriculture.equipment_manufacturing.product_lifecycle_management_1":{"Name":"Product Lifecycle Management","Description":"Product development teams within agricultural companies need scalable product lifecycle management (PLM) infrastructure to support concurrent engineering needs. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"aerospace_and_satellite.engineering_research_and_development.product_lifecycle_management_2":{"Name":"Product Lifecycle Management","Description":"For aerospace companies, it is essential to scale product lifecycle management (PLM) to support the requirements of concurrent engineering teams. Product Lifecycle Management solutions on AWS can help companies meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global and remote engineering teams."},"hi_tech_electronics_and_semiconductor.new_product_development.product_lifecycle_management_3":{"Name":"Product Lifecycle Management","Description":"Hi-tech and electronics companies are seeking to implement integrated product lifecycle management (PLM) systems with their enterprise resource planning (ERP) and engineering processes. Product Lifecycle Management solutions on AWS can help businesses improve visibility into product development, process efficiency, and product quality while achieving increased PLM performance and eliminating data silos. By modernizing and migrating PLM workloads to AWS, hi-tech and electronics companies can improve time to market through better integration and increased performance of PLM workflows across global teams."},"engineering_and_design.enterprise_lifecycle_management.product_lifecycle_management_4":{"Name":"Product Lifecycle Management","Description":"With more businesses using digital engineering tools and applications like product lifecycle management (PLM), performance scalability, the cost of infrastructure maintenance, and the availability of new capabilities have all grown in importance. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"travel_and_hospitality.retailing_and_personalization":{"Name":"Retailing and Personalization","Description":"Solutions that enable the Chief Marketing Officer to increase customer engagement and revenue through tailored experiences."},"travel_and_hospitality.retailing_and_personalization.product_offerings_and_pricing":{"Name":"Product Offerings and Pricing","Description":"In the travel and hospitality industry, organizations need to constantly adjust the products that they offer and the prices that they charge. Using Product Offerings & Pricing solutions on AWS, companies can increase personalization and adjust pricing and product offerings based on analysis of customer data. Using these solutions, businesses can increase sales and profit margins while maintaining customer satisfaction."},"media_and_entertainment.content_production.production_asset_management_and_transcoding":{"Name":"Production Asset Management and Transcoding","Description":"Managing and manipulating large amounts of content created by studios, content creators, and creative service providers is a significant challenge. Production Asset Management and Transcoding solutions on AWS help address this by providing tools to ingest content to the cloud, manage content at scale, encode/transcode content for downstream use, and automate movement of content within the cloud and between cloud and on-premises environments. These solutions enable efficient content management and delivery, resulting in increased productivity and cost savings."},"oil_and_gas.upstream.production_monitoring_and_surveillance":{"Name":"Production Monitoring and Surveillance","Description":"For oil and gas customers, over 90% of their assets’ lifecycles are spent in the production phase. However, many companies do not have complete visibility into their assets’ operational data, impacting their ability to harness data-driven insights and engage in value-generating initiatives. Production Monitoring and Surveillance solutions on AWS provide a data lake that centralizes this data and standardizes the way that this information is brought into the cloud from physical infrastructure. With these solutions in place, oil and gas companies can establish the foundation necessary to consume, access, and manage their operational data, driving high-value projects across multiple use cases."},"oil_and_gas.upstream.production_optimization":{"Name":"Production Optimization","Description":"Upstream operators in the oil and gas industry are always searching for ways to improve their efficiency using data and insights extracted from their production operations. Production Optimization solutions on AWS harness data-driven insights to help upstream operators in two areas: artificial lift optimization and full-field optimization for networked resources. With these solutions in place, upstream operators can discover ways to improve efficiency and limit downtime across all types of artificial lift as well all increase their production while accounting for the dependencies between wells in the same field."},"automations.digital_workers.purchase_order_processing_automations":{"Name":"Purchase Order Processing Automations","Description":"For many organizations the purchase order process is inefficient and inconsistent. They may receive purchase orders in various formats, such as email, fax, images, and hand-written notes, and processing manual orders is a time-consuming task for their employees. Purchase Order Processing Automations on AWS help organizations reduce processing times and accurately improve purchase order handling quality. These solutions use automation to simplify and standardize these essential processes for better tracking and efficiency."},"automations.low_code_no_code.quality_inspection_app_development_automations":{"Name":"Quality Inspection App Development Automations","Description":"Developers in industries ranging from aerospace to telecom are determined to accelerate quality inspections to enhance internal efficiency. Quality Inspection App Development Automations on AWS help organizations in need of a low-code application development platform to establish quality inspection apps. With these solutions, developers can create full-stack, mobile, multi-experience, and hybrid apps in the cloud."},"higher_education.campus_and_it_operations.ransomware_mitigation":{"Name":"Ransomware Mitigation","Description":"Education institutions are prime targets for cyber attacks like ransomware. With continuously changing threats and attack vectors, the security landscape is growing increasingly complex and out of the realm of traditional IT teams. At most risk are the institutions managing federal research data and the personal information of students and staff. With the Ransomware Mitigation solution, systems are appropriately protected to help institutions monitor and update the many layers of digital defense."},"primary_and_secondary_education_k_12.security_and_compliance_2":{"Name":"Security and Compliance","Description":"Solutions to help the CIO/CTO with compliance and mitigate security risks in an Educational setting."},"primary_and_secondary_education_k_12.security_and_compliance_2.ransomware_mitigation_1":{"Name":"Ransomware Mitigation","Description":"Primary and secondary (K-12) institutions need robust data recovery plans to protect the sensitive data and critical infrastructure that schools require. Budget constraints and a shortage of IT staff skilled in ransomware make it difficult for schools to recover from these threats, especially as the complexity of ransomware attacks evolves. With Ransomware Mitigation solutions on AWS, institutions can enhance their security posture and update their layers of digital defense to help educators focus on high-quality learning experiences rather than cyberthreats."},"advertising_and_marketing.ad_platforms.real_time_advertising":{"Name":"Real-Time Advertising","Description":"The petabyte-scale, millisecond latency world of programmatic advertising brings significant challenges for performance, throughput, latency, and costs to advertising platforms. Real-Time Advertising solutions provide best practices and reference implementations that accelerate development of cloud-native architectures, reduce network latency, and improve price-performance per billion requests."},"capital_markets.financial_data_risk_and_research.real_time_market_data":{"Name":"Real-Time Market Data","Description":"Capital markets firms benefit from having access to real-time financial data to achieve more advanced data consumption, production, and distribution. Real-time Market Data solutions on AWS help to optimize infrastructure, maximize compliance, and minimize costs by reducing complexity in consuming data from multiple sources and simplifying implementation. With these solutions, capital markets firms can implement a strategic, scalable approach to improving operations and solving management and analytics challenges."},"justice_and_public_safety.law_enforcement.record_management_systems_rms":{"Name":"Record Management Systems (RMS)","Description":"Public safety agencies need to be able to store, access, and archive law enforcement records to stay up-to-date on current findings and monitor incidents or emergencies. However, existing systems are monolithic and outdated, leading to inaccurate or noncompliant data. Record Management Systems (RMS) solutions on AWS provide tools for setting up a modernized recordkeeping approach so public safety agencies can quickly and more easily access the information they need when they need it."},"capital_markets.trade_lifecycle.record_retention":{"Name":"Record Retention","Description":"Compliant record retention is a regulatory expectation for certain financial services institutions. The US Securities and Exchange Commission (SEC), Commodities Futures Trading Commission (CFTC) and the Financial Industry Regulatory Authority (FINRA) have recordkeeping rules. AWS has a number of solutions for customers pursuing compliance with SEC regulations. Amazon Simple Storage Service (Amazon S3) an object storage service that offers industry-leading scalability, data availability, security, and performance, and Amazon S3 Glacier a secure, durable, and low-cost Amazon S3 cloud storage class for data archiving and long-term backup."},"oil_and_gas.downstream.refinery_monitoring_and_surveillance":{"Name":"Refinery Monitoring and Surveillance","Description":"Downstream oil and gas refineries and petrochemical facilities must oversee a complex network of legacy equipment, processes, and technical infrastructure. The scale and complexity of downstream operations, along with siloed systems, make it difficult to access relevant, real-time business data and engage in high-value activities that are necessary to stay competitive in the industry. Refinery Monitoring and Surveillance solutions on AWS make it simple to access, centralize, and manage disparate sources of industrial data using edge software, cloud-native batch processing, near-real-time data storage, and data-visualization dashboards. With these solutions, oil and gas customers can readily access the data that they need to drive high-value initiatives, such as predictive equipment maintenance, spill and leak detection, and greenhouse gas emissions management."},"security_identity_and_compliance.digital_sovereignty":{"Name":"Digital Sovereignty","Description":"Solutions enabling CEO/CISO/CIO/CTOs to assess the sovereignty of their digital assets, data, and infrastructure, and support compliance with region-specific sovereignty regulations and governance requirements."},"security_identity_and_compliance.digital_sovereignty.region_specific_sovereign_regulations":{"Name":"Region-specific Sovereign Regulations","Description":"Customers face challenges complying with region-specific sovereignty regulations and governance requirements. Region-specific Sovereign Regulations Solutions on AWS help customers meet their compliance needs by providing specialized solutions tailored to regional requirements. These solutions enable customers to operate securely and compliantly, reducing risk and maintaining regulatory adherence, while leveraging the scalability and innovation of AWS"},"capital_markets.trade_lifecycle.regulatory_reporting":{"Name":"Regulatory Reporting","Description":"Financial firms must maintain records for reporting activities, including annual financial statements and reporting of transactional data. These records must adhere to regulations such as the Dodd-Frank Act, Markets in Financial Instruments Regulation (MiFIR), European Market Infrastructure Regulation (EMIR), Trade Reporting and Compliance Engine (TRACE), or Securities and Exchange Commission (SEC) Rule 613, known as the Consolidated Audit Trail. Using Regulatory Reporting solutions on AWS, firms can address issues that complicate regulatory reporting and gain greater value from their reporting data."},"life_sciences.clinical_trials":{"Name":"Clinical Trials","Description":"Solutions that enable the VP of Development to power the entire clinical development process from designing effective trials using analytics and ML capabilities, to enabling them virtually, to accelerating the regulatory submission process."},"life_sciences.clinical_trials.regulatory_submission":{"Name":"Regulatory Submission","Description":"Professionals in life science fields must submit clinical trial results to regulatory agencies for project and product approvals, which can require a significant amount of manual labor. Organizations can use Regulatory Submission solutions on AWS to help automate and optimize the submission of clinical trial results. With these solutions, professionals in the life science industry can focus their time on innovative, value-generating tasks."},"primary_and_secondary_education_k_12.learning_management_system":{"Name":"Learning Management System","Description":"Solutions to help the CIO, Education Administrators, and Assessment leaders of Primary & Secondary (K-12) schools deliver secure effective and efficient online learning and proctored tests. Services and solutions which provide functionality to test, assess and evaluate student performance against specified curriculum goals."},"primary_and_secondary_education_k_12.learning_management_system.remote_virtual_learning":{"Name":"Remote & Virtual Learning","Description":"The exclusively in-person classroom setting has become a thing of the past. Instead, teachers and students alike expect flexibility for virtual learning, including synchronous options, such as livestreaming from the classroom, and asynchronous options, such as pre-recorded videos that students can watch whenever they want. Remote & Virtual Learning solutions on AWS are at the heart of digital curriculum delivery and the remote learning experience. These solutions connect students and teachers with virtual learning content, resources, assignments, and progress indicators."},"agriculture.precision_agriculture.remote_connectivity":{"Name":"Remote Connectivity","Description":"Connectivity challenges are consistently mentioned by customers across the agri-food sector. They have customers and facilities in areas with little or no internet access, which impedes their ability to use cloud solutions. Agri-food customers can identify cost-effective ways to connect to the internet with Remote Connectivity solutions on AWS. These solutions help farmers and rural customers bridge the connectivity gap and move forward in their cloud adoption journey."},"hi_tech_electronics_and_semiconductor.smart_connected_products.remote_device_management":{"Name":"Remote Device Management","Description":"Electronic product companies must securely onboard, organize, and monitor connected products. Once these products are deployed in the field, these companies must also manage remotely updating and scaling devices to meet workload requirements. Remote Device Management solutions on AWS easily connect devices or device fleets to the cloud. Once connected to the cloud, companies can remotely manage devices and scale communication between devices to enhance operations."},"justice_and_public_safety.court.remote_hearings":{"Name":"Remote Hearings","Description":"Courts have traditionally relied on all parties being present in-person during court appearances, until the COVID-19 pandemic made that impossible. Courts needed to transition quickly from in-person hearings to virtual. Remote Hearings solutions on AWS provide end-to-end solutions for virtual courts with registration, scheduling, video streaming, encrypted document upload, and payments, enabling what could once only be done by a trip to the courthouse."},"small_and_medium_business.collaboration_and_productivity":{"Name":"Collaboration and Productivity","Description":"Solutions that allow secure work from anywhere capabilities and facilitate the free flow of information across the organization."},"small_and_medium_business.collaboration_and_productivity.remote_work_and_end_user_computing":{"Name":"Remote Work and End User Computing","Description":"Businesses are looking for solutions that create and maintain secure communication and collaboration for their remote workers. Many companies migrate their existing VDI applications to the cloud or replace them with cloud based desktop services to provide additional access security. AWS and our partners offer solutions that improve time to onboard, reduce security incidents, and improve TCO (Total Cost of Ownership) for end user services."},"power_and_utilities.electrical_power_generation":{"Name":"Electrical Power Generation","Description":"Solutions that enable the Chief Operations Officer to support the greater electrification of society and the transition to a zero-carbon grid."},"power_and_utilities.electrical_power_generation.renewables_data_lake_and_analytics":{"Name":"Renewables Data Lake and Analytics","Description":"Transitioning energy to the cloud requires an innovative infrastructure. Renewable energy sources, such as wind, solar, or battery energy storage systems (BESS), require an IoT data ingestion pipeline, data storage, and tools for analyzing these assets. Renewables Data Lake & Analytics solutions on AWS provide a foundation for managing the lifecycle of renewable assets. The solutions give customers the tools and resources necessary to establish a data lake and integrate analytics capabilities. They also make it easier to connect information technology with operational technology (IT/OT). Customers can build applications on top of this foundation as their cloud journey matures, transforming complex systems by harnessing the power of cloud technologies."},"research_1.time_to_science.research_360":{"Name":"Research 360","Description":"Researchers at nonprofit organizations use multiple tools to manage steps in the data pipeline, from identifying data to sharing findings. However, as the number of tools increase, so does the complexity of data management. Research 360 solutions on AWS offer researchers curated and simplified options for managing their data, giving them a more consistent experience at every step of their research."},"research.research_tools":{"Name":"Research Tools","Description":"Solutions which help Researchers work more efficiently through the use of high speed, high capacity solutions based in the cloud. Enabling the manipulation of datasets at scale and through the use of cutting edge AI/ML solutions and other well defined and supported systems."},"research.research_tools.research_analytics":{"Name":"Research Analytics","Description":"Research organizations at academic institutions collect and analyze enormous volumes of data. An important part of data analysis is ensuring accurate, exhaustive, and efficient use of this data. Research Data Analytics solutions on AWS help academic researchers, clinician-researchers and leaders quickly and accurately analyze data at scale so they can deliver on mission."},"research_1.time_to_science.research_data_analytics":{"Name":"Research Data Analytics","Description":"Research organizations collect and analyze enormous volumes of patient and participant data, sequencing data, imaging data, and clinical data. An important part of data analysis is ensuring accurate, exhaustive, and efficient use of data. Research Data Analytics solutions on AWS help researchers, clinicians, and leaders quickly and accurately analyze data at scale so they can deliver on mission."},"life_sciences.research_and_development.research_data_management":{"Name":"Research Data Management","Description":"Many businesses in the life science industry can benefit from collaboration, but siloed, on-premises data systems can prevent the efficient and secure exchange of data. With Research Data Management solutions, organizations can collaborate on datasets and manage their information using tools like electronic lab notebooks (ELN) and laboratory information management systems (LIMS). Organizations can even bring instrumentation data to the cloud on AWS, streamlining data management to support future research projects."},"research_1.time_to_science.research_data_security":{"Name":"Research Data Security","Description":"Researchers need to ensure that the data they collect and analyze is handled in a secure manner. Protecting participant data, complying with regulations, and following best practices related to data security has to be enforced across the entire data pipeline. Research Data Security solutions on AWS can help researchers maintain and secure their data pipeline so they can securely achieve mission goals."},"research.security_and_compliance_1":{"Name":"Security and Compliance","Description":"Solutions which help the CIO and lead Researchers provide strong security and privacy protections to sensitive datasets and research program outcomes."},"research.security_and_compliance_1.research_data_security_1":{"Name":"Research Data Security","Description":"Educational researchers need to collect, analyze, and manage their data securely. Throughout the duration of the research, participant data must be protected and comply with regulatory requirements. Research Data Security solutions on AWS can help researchers maintain and secure their data pipeline, allowing them to achieve their mission without compromising on security."},"research.research_tools.research_in_the_cloud":{"Name":"Research in the Cloud","Description":"Since research is often the engine of innovation, researchers should be equipped with tools that propel experimentation and transformation. Research in the Cloud solutions work with higher education institutions, research labs, and researchers around the world to move to the cloud faster. These solutions are cost-effective, scalable, and secure, accelerating the time to science by optimizing the opportunities of the cloud."},"resilience.high_availability_continuity_of_operations.resilient_applications_with_cell_based_architecture":{"Name":"Resilient Applications with Cell-Based Architecture","Description":"Cell-based architectures provide isolation boundaries, limit blast radius in case of failures, and reduce overall architectural risks. Use these resilience solutions to get started using cell-based architectures and improve application availability."},"resilience.high_availability_continuity_of_operations.resilient_databases":{"Name":"Resilient Databases","Description":"Organizations often struggle to ensure their databases can withstand failures and provide continuous value. Resilient Database solutions on AWS provide built-in replication, automatic failover, and backup capabilities. By using these solutions, organizations can achieve high availability, data durability, and rapid recovery, minimizing downtime and data loss risks while maximizing operational efficiency."},"capabilities.finance.resource_inventory_management":{"Name":"Resource Inventory Management","Description":"When customers are deploying resources in their cloud environment, it is important for them to maintain visibility and governance of their resources. A system of record helps customers track, log, and monitor their resource inventory. Resource Inventory Management solutions on AWS help customers manage and monitor their cloud resources and configurations."},"consumer_packaged_goods.it_digital_transformation.retail_analytics_and_automation":{"Name":"Retail Analytics and Automation","Description":"When a consumer packaged goods (CPG) company lacks a single source of truth for its retail data, it's challenging to grow revenue and improve profit margins. Data is often dispersed across its advertising, merchandising, and supply chain teams and collected using screen scrapers, custom code, and Excel. These manual efforts put the integrity of the data at risk. The Retail Analytics & Automation solutions on AWS can consolidate retail data into one centralized location and unlock demand forecast automation, ad and pricing optimization, and manage product information. These solutions help companies improve the quality and increase the trust in the data."},"consumer_packaged_goods.customer_engagement_and_marketing.retail_execution":{"Name":"Retail Execution","Description":"Consumer Packaged Goods (CPG) companies can risk sales opportunities due to substandard in-store execution and compliance practices. Retail Execution solutions on AWS are designed to help CPG companies solve the challenges of store compliance checks that are slow, incomplete, inexact, and expensive by ensuring that a manufacturer's overall brand strategy and practices are fully executed in retail stores. Put simply, Retail Execution solutions on AWS help companies get the right product, on the right shelf, at the right time."},"retail.customer_engagement_and_marketing_1.retail_media_networks_and_advertising":{"Name":"Retail Media Networks and Advertising","Description":"Many retailers seek creative ways to effectively engage customers across multiple touchpoints. Retail Media Networks and Advertising solutions on AWS help retailers deliver personalized advertising experiences. Retailers can leverage these solutions to build media networks that provide targeted, contextual ads during the online and in-store shopping journey, driving customer engagement and revenue opportunities."},"consumer_packaged_goods.customer_engagement_and_marketing.revenue_growth_management":{"Name":"Revenue Growth Management","Description":"Consumer Packaged Goods companies have challenges in Revenue Growth Management (RGM) when managing prices, assortments, and trade promotions across ecommerce and direct-to-consumer channels in addition to existing brick and mortar retail. RGM solutions on AWS focus on using artificial intelligence, analytics, and automation to optimize and streamline traditionally manual processes. Customers using RGM solutions on AWS see top-line revenue growth and improved service levels without adding manual efforts often done with spreadsheets."},"retail.smart_stores.rfid_inventory_management":{"Name":"RFID Inventory Management","Description":"With advancements such as curbside pickup and self check-out, managing store inventory has become more challenging than ever. Radio-Frequency Identification (RFID) technology can vastly improve inventory management processes by helping retailers monitor the location and status of any store item. RFID Store Inventory solutions on AWS allow you to set up RFID tags for items to overcome challenges associated with manual inventory tracking. These solutions help you improve inventory visibility and loss prevention."},"capital_markets.financial_data_risk_and_research.risk_management_platforms":{"Name":"Risk Management Platforms","Description":"Capital markets firms are facing evolving environments with new data management requirements, highly complex regulations, and shrinking margins. Risk Management Platforms solutions on AWS help firms meet these challenges with modern cloud-based options for managing trade, regulations, and risks. With these solutions, firms can digitally transform their trading, risk, and back-office systems to drive innovation and growth."},"agriculture.precision_agriculture.robotics_automation":{"Name":"Robotics & Automation","Description":"For agricultural production systems, advanced technologies, like robotics, present an opportunity to improve job quality and reduce manual labor. Using Robotics & Automation solutions on AWS, agricultural companies can access the latest artificial intelligence and machine learning technologies to streamline key production workflows. By implementing these automated solutions, companies can boost their efficiency and quickly bring high-performing, transformative solutions to market."},"automations.continuous_planning.sales_planning_automations":{"Name":"Sales Planning Automations","Description":"Commercial leaders know the great benefits of leveraging customer insights and performance data across the sales and marketing tech stack to help inform strategic planning. Sales Planning Automations on AWS help guide sales execution by highlighting where to focus sales resources, and design effective incentives and sales compensation plans. These solutions also help businesses evaluate paths to revenue including sales pipelines, and improve sales forecast accuracy to determine if the business is on track to hit revenue targets."},"consumer_packaged_goods.it_digital_transformation.sap_on_aws":{"Name":"SAP on AWS","Description":"Leaders in the Consumer Packaged Goods (CPG) industry are looking to improve the agility of their enterprise resource planning (ERP) systems, drive operational efficiencies, and lower their IT infrastructure costs. SAP Migration solutions on AWS help CPG companies move their SAP instances from on-premise to the AWS Cloud to help meet these objectives. These solutions help CPG customers who run SAP software get more value from SAP investments, increase agility with faster access to data insights, and gain a foundation to build great brands."},"retail.intelligent_supply_chain.sap_on_aws_1":{"Name":"SAP on AWS","Description":"Retailers often turn to SAP to help their company run better. But enterprises running their daily operations on SAP often face costly, time-consuming, and complex challenges, as well as system downtime, all of which affect productivity. SAP on AWS for Retail solutions provides resources to support SAP systems. These solutions increase business agility, improve networking reliability and availability, all while lowering overall costs."},"aerospace_and_satellite.space_operations":{"Name":"Space Operations","Description":"Space Operations"},"aerospace_and_satellite.space_operations.satellite_communications":{"Name":"Satellite Communications","Description":"Satellite communications benefit moving from cumbersome wired and wi-fi systems to satellite networks that improve scalability and reliability. AWS Satellite solutions allow for higher data bandwidth, lower latency, and increased collaboration so satellite operations can communicate from any location. These cloud-native solutions optimize network options to maximize mission outcomes."},"defense_and_national_security.mission_accelerators.satellite_imagery":{"Name":"Satellite Imagery","Description":"National security and defense organizations need to monitor human and geographic movement in near real time to successfully conduct missions, maintain national security, and increase cooperation with other governments. Satellite data and imagery can help with tracking movement patterns as they occur. Satellite Imagery solutions on AWS deliver rapidly evolving satellite data to national security, defense, and national law enforcement organizations to improve and speed up decision-making that keeps global populations safe."},"supply_chain.data_analytics_and_modeling.scenario_analysis":{"Name":"Scenario Analysis","Description":"In economic uncertainty, companies need to evaluate multiple supply chain scenarios to optimize for cost, service, profits, and environmental impacts. Scenario Analysis includes modeling for demand variations, supply volatility, or fluctuations in production capacity. They may also include changes in pricing routing and availability of various modes of transportation. Scenario Analysis solutions on AWS help companies address business uncertainty and environmental risks, by evaluating the impact of one or more factors on all elements of the supply chain."},"travel_and_hospitality.connected_experiences.seamless_end_to_end_traveler_guest_journey":{"Name":"Seamless End-to-End Traveler/Guest Journey","Description":"Companies in the travel and hospitality (T&H) industry need to centrally collect customer data, effectively communicate with customers, and provide a seamless customer experience from booking to arrival. By using Seamless End-to-End Traveler/Guest Journey solutions on AWS, T&H companies can deploy Internet of Things and biometric devices, along with other devices that collect traveler or guest data, to interact with the customer throughout their journey. This can help T&H companies increase customer satisfaction and retention."},"customer_experience.omnichannel_customer_engagement":{"Name":"Omnichannel Customer Engagement","Description":"Omnichannel Customer Engagement Solutions offer a multifaceted approach to customer engagement that allows organizations to maintain a unified presence with synchronized messaging and experiences across online and offline channels — grounded in a holistic understanding of the customer and their engagement preferences.    The solutions enable organizations to reach users on many channels — websites, mobile apps,  email, push notifications, live chat, SMS, WhatsApp, and more — with relevant, timely, and personalized messaging and Ui/UX."},"customer_experience.omnichannel_customer_engagement.search_and_discovery":{"Name":"Search and Discovery","Description":"Traditional search engines often overwhelm users with irrelevant results, leading to abandoned searches or costly human assistance. Search and Discovery Solutions on AWS leverage AI to understand user intent, predict preferences, and transform search into a conversation. This provides a more intuitive, personalized experience and reduces costs associated with abandoned searches or call center engagement."},"security_identity_and_compliance.infrastructure_security.secure_access_services_edge_sase":{"Name":"Secure Access Services Edge (SASE)","Description":"Traditional security solutions struggle to provide consistent protection across distributed users, devices, and applications. Secure Access Services Edge (SASE) Solutions on AWS converge networking and security functions into a cloud-delivered service model, enabling secure access from anywhere. SASE on AWS streamlines operations, enhances visibility, and improves security posture by consolidating multiple capabilities into a unified platform."},"hi_tech_electronics_and_semiconductor.design_and_verification.secure_collaboration":{"Name":"Secure Collaboration","Description":"Semiconductor companies must collaborate with a variety of supply chain partners. These partners include vendors of electronic design automation (EDA) software, intellectual property (IP) core companies, chip foundries, and outsourced assembly and test (OSAT) providers. Using AWS solutions, semiconductor companies can reduce the time to create a collaborative engineering solution from days or weeks to minutes. Customers can use collaborative engineering solutions directly through AWS CloudFormation templates and related documentation or through an AWS Partner. Additionally, semiconductor foundries offer solutions built on AWS for remote collaborative engineering. Qualified system integrator partners that serve the semiconductor industry as managed service providers also offer collaborative solutions."},"defense_and_national_security.productivity_and_business_operations":{"Name":"Productivity and Business Operations","Description":"Solutions to assist operations leaders with improved capability, productivity, and scalability in business operations."},"defense_and_national_security.productivity_and_business_operations.secure_communication":{"Name":"Secure Communication","Description":"National security, defense, and national law enforcement organizations must protect sensitive data when communicating with mission stakeholders. These stakeholders need a way to easily share text, images, or similar files without worrying about this information getting in the wrong hands. Secure Communication solutions on AWS use advanced security and encryption services to give national security, defense, and national law enforcement organizations the confidence of knowing that only the intended recipients will have access to their communications."},"content_delivery_and_edge_services":{"Name":"Content Delivery and Edge Services"},"content_delivery_and_edge_services.security_1":{"Name":"Security","Description":"Publicly accessible web applications and APIs are exposed to threats such as SQL injection, automated requests by malicious bots, and DDoS attacks that can affect availability, compromise security, or consume excessive resources. Using Application Security solutions using Edge Services, Technical Decision Makers benefit from massive scale, fully integrated and highly customisable network and application layer protections."},"content_delivery_and_edge_services.security_1.secure_content_delivery":{"Name":"Secure Content Delivery","Description":"When building and deploying infrastructure or applications at the edge, you need comprehensive security with a reliable cloud infrastructure. And securing your rich, media, or static content requires extra care. With the Secure Content Delivery solution on AWS, you can add additional layers of security to prevent unauthorized access and common web exploits. This allows you to spend more time building applications, and less time monitoring threats."},"compute.cloud_native_applications.secure_serverless_and_containerized_applications":{"Name":"Secure Serverless and Containerized Applications","Description":"Security is the number one priority for customers and AWS. Whether it is to centrally store and manage credentials, API keys, and other secrets, or help you find vulnerability in your serverless and containerized applications, AWS can assist with solutions to help you achieve your security objectives."},"security_identity_and_compliance.infrastructure_security.secure_web_gateway_swg":{"Name":"Secure Web Gateway (SWG)","Description":"Protecting users from web-based threats and enforcing security policies is a critical challenge for organizations. Secure Web Gateway (SWG) Solutions on AWS provide comprehensive protection for users accessing web resources by filtering malicious content and enforcing security policies, including URL filtering, malware prevention, SSL/TLS inspection, and data loss prevention capabilities. SWG helps organizations secure web access, protect against web-based threats, and ensure compliance with security policies."},"healthcare.core_health_it.security_and_regulatory":{"Name":"Security and Regulatory","Description":"For the highly regulated healthcare industry, companies need to meet strict requirements when storing, processing, or transmitting protected data. Organizations can use Security & Regulatory solutions from AWS to improve their security posture and work toward compliance with global regulatory standards."},"capabilities.security.security_incident_response":{"Name":"Security Incident Response","Description":"When security incidents occur, you need to respond as quickly as possible to mitigate risks. The Security Incident Response capability will help you establish the right tools and mechanisms in your environment to respond to these types of events in a timely manner."},"automations.infrastructure_optimization":{"Name":"Infrastructure Optimization","Description":"Solutions that enable the Chief Information Security Officer to enhance cloud security posture and reduce the manual effort involved in protecting endpoints, applications, and workloads."},"automations.infrastructure_optimization.security_orchestration_automation_and_response_soar":{"Name":"Security Orchestration, Automation and Response (SOAR)","Description":"Security Orchestration, Automation & Response (SOAR) solutions on AWS can help to improve the efficiency of security operations, including cloud and endpoint protection. These solutions reduce the risk of human error, improve collaboration and communication between security teams, increase visibility into security threats, and improve the overall security posture of the organization."},"security_identity_and_compliance.threat_detection_and_response.security_orchestration_automation_and_response_soar_1":{"Name":"Security Orchestration, Automation, and Response (SOAR)","Description":"Security operations and incident response processes can benefit from automation making them less time-consuming and prone to errors. Security Orchestration, Automation, and Response (SOAR) Solutions on AWS help organizations streamline these processes by integrating security tools, automating playbook execution, and enabling efficient incident management workflows. SOAR solutions improve response times, standardize security operations, and reduce manual effort, resulting in enhanced security posture and operational efficiency."},"security_identity_and_compliance.cyber_insurance":{"Name":"Cyber Insurance","Description":"This solution area offers solutions that help customers assess, measure, and manage cyber risks to meet cyber insurance requirements and optimize coverage."},"security_identity_and_compliance.cyber_insurance.security_risk_assessment_for_insurance":{"Name":"Security Risk Assessment for Insurance","Description":"Cyber Insurance solutions focus on automating security posture evaluation and continuous compliance monitoring for insurance underwriting and policy maintenance. These solutions can help by automatically collecting and analyzing AWS security compliance data through services like AWS Security Hub to evaluate security risks and controls. They help provide standardized security metrics for determining insurance eligibility, coverage terms, and pricing, while also enabling ongoing monitoring of security posture to maintain coverage requirements. By offering real-time visibility into policyholder security practices, alerting on changes that could impact policy terms, and providing actionable recommendations, these solutions can help streamline the underwriting process and support proactive risk management for both insurers and insured organizations."},"charities_and_membership.it_optimization.security_governance_and_compliance":{"Name":"Security, Governance and Compliance","Description":"Meeting core security and compliance requirements is critical for every organization, including nonprofits. Using security, governance, and compliance solutions on AWS, nonprofits can protect their cloud infrastructure from threats, such as ransomware and malware. Automating manual security tasks lets organizations shift their focus to scaling and innovation. It’s simple to prevent security breaches, detect and gain visibility into security postures, respond to incidents automatically, and remediate quickly. Plus, organizations pay for only the services that they use."},"credit_unions.it_optimization_1.security_governance_and_compliance_1":{"Name":"Security, Governance and Compliance","Description":"Meeting security and compliance requirements is critical for credit unions. By automating manual security tasks, organizations can shift their focus from reacting to security breaches to scaling and innovating for their members. That's where the Security, Governance & Compliance solutions on AWS can help. Credit unions can protect their cloud infrastructure from threats, such as ransomware and malware. These solutions make it simple to prevent security breaches, detect and gain visibility into security postures, respond to incidents automatically, and remediate quickly. Plus, organizations pay for only the services that they use."},"customer_experience.customer_analytics_and_intelligence.segmentation":{"Name":"Segmentation","Description":"To understand customer needs, organizations have relied on segmentation to create categories of customers based on shared characteristics. The most common method of segmentation involves applying hard-coded rules to a customer profile, which requires time-consuming and manual data analysis. This method has become less viable with customer data growth. Segmentation solutions on AWS harness rules-based and machine learning-based segmentation to process vast amounts of data and discover recurring patterns that may not have been traceable with manual data analysis."},"migration_and_modernization.application_data_and_server_migrations.server_migration":{"Name":"Server Migration","Description":"The process of migrating to the cloud involves manual and time-consuming efforts of collecting all your data, configuration, and application details.  The Server Migration solutions on AWS allow you to automate the conversion of your source servers to run natively on AWS. With these solutions, you can move and optimize your on-premises and cloud-based applications"},"new_to_aws.migrate_to_the_cloud.server_migration_1":{"Name":"Server Migration","Description":"When migrating server infrastructure, companies often contend with manual processes that are time-consuming and error-prone. Server Migration solutions on AWS coordinate and automate the manual processes involved with migrating server infrastructure to the cloud. These solutions use an orchestration platform that will help you migrate more efficiently and reduce the risk of human error."},"cloud_operations.monitoring_and_observability":{"Name":"Monitoring and Observability","Description":"Solutions that provide the Cloud Architect insights into application performance, system health, and user experience to ensure optimal service delivery, minimal downtime, and exceptional customer satisfaction."},"cloud_operations.monitoring_and_observability.signal_analytics_and_visualization":{"Name":"Signal Analytics and Visualization","Description":"Customers require advanced monitoring and observability capabilities to effectively analyze and visualize signals from AWS Cloud workloads and infrastructure. Signal Analytics and Visualization solutions on AWS help customers gain comprehensive insights into performance, health, and behavior of their cloud-based systems. These solutions enable customers to quickly identify issues, diagnose root causes, uncover patterns and trends, and drive data-driven decision making. Robust monitoring and observability empowers customers to proactively deliver high-performing, resilient, and cost-effective cloud workloads aligned with business objectives."},"automotive.vehicle_software_development.simulation_and_reprocessing":{"Name":"Simulation and Reprocessing","Description":"Simulation is a vital step in validating the efficacy of ADAS and autonomous driving features, such as lane-keeping assistance systems, adaptive cruise control, and automated emergency braking. Simulation & Verification solutions perform validation and verification of these features on the cloud. These solutions increase overall test coverage by using raw and synthetic data supported by software-in-loop and hardware-in-loop simulation workloads."},"credit_unions.digital_banking.single_sign_on":{"Name":"Single Sign On","Description":"Credit union members today expect a seamless and consistent experience when accessing their banking applications. Making these experiences consistent necessitates a unified sign-on experience across all systems. Using Single Sign-on solutions on AWS, credit unions can ensure that the first step of a unified and consistent member experience is achieved."},"travel_and_hospitality.retailing_and_personalization.single_view_of_the_traveler_guest":{"Name":"Single View of the Traveler/Guest","Description":"To better understand their customers, leaders in the travel and hospitality industry need a single, unified view of customers, known as Customer 360. With Single View of the Traveler/Guest solutions on AWS, organizations can acquire data from every customer interaction and store it in a single repository that is constantly augmented and enriched. Data stored on AWS is accessible across the organization, facilitating more effective marketing campaigns and targeted communications through powerful analytics tools that help personalize the customer experience and identify retail trends."},"travel_and_hospitality.connected_experiences.smart_assets_and_facilities":{"Name":"Smart Assets and Facilities","Description":"Companies in travel and hospitality (T&H) regularly look for new ways to improve operations. With Smart Assets & Facilities solutions, T&H companies can deploy smart devices, such as Internet of Things assets, to source valuable data and generate insights. Companies can then use these insights to manage operational resources and automate manual tasks, such as monitoring refrigerator temperatures. Using these solutions, companies can boost customer satisfaction and improve the quality of their service while reducing operational costs and manual labor."},"internet_of_things_iot.smart_consumer_commercial_products.smart_homes":{"Name":"Smart Homes","Description":"Through connectivity and IoT, devices, such as smart home appliances, lights, and media products, tasks can be automated, from turning off the lights with a simple voice command to setting up notifications about unusual home activity. These automation sequences can make resident's lives easier, more informed, and comfortable. Smart Home solutions include smart home accelerators and multiple connectivity protocol support, enabling developers to quickly create and integrate smart home platforms on AWS."},"security_identity_and_compliance.digital_sovereignty.sovereign_assessment":{"Name":"Sovereign Assessment","Description":"Customers face challenges in assessing digital sovereignty and regulatory compliance requirements across different regions or jurisdictions. Sovereign Assessment Solutions on AWS help customers navigate these complexities by providing tailored guidance and tools. This enables customers to make informed decisions, mitigate risks, and achieve compliance, ultimately enhancing their business operations and competitiveness."},"security_identity_and_compliance.digital_sovereignty.sovereign_foundations":{"Name":"Sovereign Foundations","Description":"Customers face challenges in meeting digital sovereignty and regulatory compliance requirements. Sovereign Foundations Solutions on AWS provide tailored solutions and services to address these challenges. These solutions enable customers to comply with regulations while maintaining control over their data and operations, enhancing data privacy and security."},"aerospace_and_satellite.application_development_1.space_data_sets":{"Name":"Space Data Sets","Description":"Accessing space data sets can be costly and time-consuming. Researchers need a way to acquire and analyze these large data sets without having to worry about burdensome administrative processes or extra costs. AWS space data sets solutions make space data publicly available, allowing academia, research, and industry to focus on research and experimentation using real-world scenarios."},"banking.finance_and_risk_transformation.statutory_regulatory_and_financial_reporting":{"Name":"Statutory, Regulatory and Financial Reporting","Description":"Banks conduct two types of finance reporting functions: internal reporting for planning and budgeting and external reporting for regulators and shareholders. Both tasks involve sourcing data from multiple systems, as well as consolidating and aggregating information for analysis and presentation. Banks want to create a centralized data storage with flexible data management functionality that can handle a variety of sources and formats. This includes data governance, meaning the rules of maintaining data and data lineage, the part of governance that records how data moves through a system. The system allows banks to avoid manual tasks while providing transparency to executives and regulators."},"migration_and_modernization.application_data_and_server_migrations.storage_migration":{"Name":"Storage Migration","Description":"Most enterprise IT environments have petabytes of data that is expensive to manage and maintain. Storage Migration solutions on AWS helps to securely and cost-effectively move petabytes of data to the cloud. Migrating data to AWS can help your organization reduce costs for data storage, while improving resiliency and performance for data protection and analysis."},"small_and_medium_business.it_and_digital_transformation.storage_data_protection_and_recovery":{"Name":"Storage, Data Protection and Recovery","Description":"The cloud gives small and medium businesses a level of security and reliability for data storage that would not be feasible otherwise. With eleven 9's of durability for backup and access to the latest security advances, Amazon Web Services and our partners provide cost-effective ways to store and protect data. Additional insights are delivered through artificial intelligence and machine learning."},"retail.smart_stores.store_fulfillment":{"Name":"Store Fulfillment","Description":"Retailers face increasing customer expectations for convenient shopping experiences and flexible fulfillment options. Store Fulfillment solutions on AWS help retailers leverage their brick-and-mortar stores to efficiently fulfill online orders, enabling options like buy online, pickup in-store, and ship from store. By exposing inventory across channels, these solutions allow retailers to provide a seamless omnichannel experience and optimize their fulfillment operations, improving customer satisfaction and delivery speed."},"retail.smart_stores.store_networking":{"Name":"Store Networking","Description":"Retailers migrating services to the cloud must address security, latency, access, and endpoint management. Store Networking solutions on AWS provide a way for retailers to consolidate and centrally manage the network and security infrastructure for thousands of stores. Retailers can build a global or nationwide network backbone, then attach leaf nodes for stores and business centers. By using these solutions and AWS managed services, retailers can achieve a strong, resilient infrastructure that provides a consistent experience across stores."},"media_and_entertainment.direct_to_consumer_and_streaming.streaming_media":{"Name":"Streaming Media","Description":"To meet their customers’ shifting viewing behaviors, media and entertainment companies are looking for the best web-based video streaming alternatives to traditional television. With Video Streaming solutions on AWS customers can choose from Live and VOD streaming options that can be started quickly and are easily customizable. Using these solutions, companies can avoid trial and error and ultimately save time and frustration."},"higher_education.student_lifecycle_management":{"Name":"Student Lifecycle Management","Description":"Solutions to help college administrators recruit, retain, and graduate students effectively while transforming and personalizing the student experience."},"higher_education.student_lifecycle_management.student_analytics":{"Name":"Student Analytics","Description":"A deeper understanding of the student experience, including acceleration and deceleration influencers, is key for education institutions to meet their missions and goals. Student Analytics solutions on AWS provide enrollment and engagement analytics tools that offer visibility into the student journey, generating actionable insights for administrators and practitioners."},"higher_education.student_lifecycle_management.student_communications":{"Name":"Student Communications","Description":"Students and their families expect 24/7 access to information that is personalized for their individual education experiences. Institutions cannot provide this access at scale without a strategy and the tools to support it. Student Communications solutions on AWS offer bidirectional, multi-modal communications that help institutions to respond quickly to transactional questions and that provide referrals to staff when appropriate."},"primary_and_secondary_education_k_12.academic_administration.student_management":{"Name":"Student Management","Description":"To report on student progress, primary and secondary (K-12) schools must continuously capture and process significant amounts of data, including student intake, attendance, and assessments. Teachers, students, and parents generally all have access to these records, making it challenging to keep this data secure and accurate. Student Management solutions on AWS provide reliable, performant services that scale to the volume and variety of student data collected each day. Additionally, embedded identity and access controls keep data private and protected."},"consumer_packaged_goods.supply_chain.supply_and_inventory_planning":{"Name":"Supply and Inventory Planning","Description":"Consumer Packaged Goods (CPG) companies rely on planning to track raw materials, completed products, and serialized assets as they move through the value chain in real time. Supply & Inventory Planning solutions on AWS let teams analyze internal and external supply chain data sources to predict risks and prescribe recommendations to better manage inventory and capacity. With these solutions, CPG supply chain leaders have greater visibility and insight at all stages - from raw material availability to final delivery - so they can predict supply risks and reduce late deliveries."},"supply_chain.data_analytics_and_modeling.supply_chain_data_integration_hub":{"Name":"Supply Chain Data Integration Hub","Description":"Supply chain data needs to be in a standardized and interoperable format for predictive analytics and trend identification. Supply Chain Data Integration solutions use a data lake as a centralized data repository. The data lake is vendor-agnostic, giving companies the flexibility to ingest data from multiple applications. Data lakes further integrate with powerful data analytics services and unified governance tools."},"retail.intelligent_supply_chain.supply_chain_optimization":{"Name":"Supply Chain Optimization","Description":"Retailers looking to improve their retail operations should consider enhancing their distribution network. By using Supply Chain Optimization solutions on AWS, retailers can set up the most optimal inventory placement within their supply chains to minimize operational, manufacturing, transportation, and distribution costs. By using these solutions, retailers can better avoid lost sales, capture forecasted sales, and improve the customer experience."},"automations.continuous_planning.supply_chain_planning_automations":{"Name":"Supply Chain Planning Automations","Description":"Business leaders today want to enable faster, smarter decision-making by combining intelligence and speed with real-time visibility across supply, demand, sales and operations planning. Supply Chain Planning Automations on AWS help run a variety of scenarios, from tactical “what if” questions to longer-term considerations, allowing planners to create, share, and compare scenarios across the business to help understand potential company-wide impacts. With such increased visibility, businesses have the ability to sense and drive demand, facilitating a dynamic, collaborative planning process for all stakeholders."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1.supply_chain_resiliency":{"Name":"Supply Chain Resiliency","Description":"Businesses in the hi-tech industry face challenges to their supply chain management from global material shortages, shifting consumer demands, and geopolitical issues. In particular, semiconductor companies seek to make their supply chains more resilient. As part of a broader solution for the semiconductor industry, companies can use SAP and Data Lake on AWS to optimize supply chain analytics to gain resiliency up and down the semiconductor supply chain."},"supply_chain.planning_and_optimization.supply_chain_response_planning":{"Name":"Supply Chain Response Planning","Description":"When supply is constrained, companies must quickly make distribution decisions aligned to strategic customers and organizational priorities. However, fulfillment teams need tools to translate leadership goals into everyday operating rules. Supply Chain Response Planning solutions accurately predict future demand so teams can reserve supply based on organizational priorities and identify the optimal warehouse for order fulfillment."},"security_identity_and_compliance.infrastructure_protection":{"Name":"Infrastructure Protection","Description":""},"security_identity_and_compliance.infrastructure_protection.supply_chain_security":{"Name":"Supply Chain Security","Description":"Organizations often want to manage security risks from software dependencies and the software supply chain. SBOM / Supply Chain Security Solutions on AWS help organizations understand and secure their software supply chain by providing component inventory, vulnerability tracking, and supply chain risk assessment capabilities. This can allow organizations to proactively identify and mitigate risks, ensuring software supply chain security and compliance."},"consumer_packaged_goods.supply_chain.supply_chain_visibility":{"Name":"Supply Chain Visibility","Description":"Supply chain disruptions continue to pose a significant challenge for consumer packaged goods (CPG) companies, who must closely monitor their supply chain and identify areas of potential risk. Supply Chain Visibility solutions on AWS offer CPG organizations comprehensive visibility into their complex supply networks. This includes visibility into the flow of raw materials to manufacturing facilities, the production of finished goods, and the distribution of products from plants to distribution centers, retailers, and ultimately to consumers. These solutions also provide tracking capabilities for both traditional supply networks and emerging digital supply networks, addressing the challenges presented by last-mile delivery."},"enterprise_resource_planning.business_process_modernization.sustainability":{"Name":"Sustainability","Description":"Organizations in every industry are working to reduce greenhouse gas (GHG) emissions. However, many find it challenging to gather and analyze the data required for measuring the carbon footprint of products (CFP), company-wide reporting, and decarbonization planning. Sustainability on AWS solutions help sustainability teams using SAP ERP to dynamically track CFPs across their operations, portfolios, and value chains. With these solutions, sustainability teams can maintain better transparency, simplify reporting, reduce compliance costs, and progress towards their emissions reduction targets."},"travel_and_hospitality.optimize_core_operations.sustainability_and_waste_reduction":{"Name":"Sustainability and Waste Reduction","Description":"Sustainability has developed into an essential element of the travel and hospitality (T&H) industry, which is why organizations need tools to better measure and analyze consumption, improve energy use, and optimize resources. Sustainability & Waste Reduction solutions on AWS help organizations track waste streams, identify waste generation patterns, and gain valuable insights on waste reduction, diversion, and recycling efforts. Using these solutions, organizations can optimize resource efficiency practices and achieve cost savings to help meet sustainability goals."},"engineering_construction_and_real_estate.operations_and_maintenance.sustainable_buildings":{"Name":"Sustainable Buildings","Description":"Today’s real estate and construction businesses want to modernize their legacy building management systems with data analytics and artificial intelligence/machine learning (AI/ML) to better monitor their sustainability goals, energy management, air quality, and other smart building capabilities. Sustainable Building solutions on AWS integrate disparate building systems, assets, and sensors to provide an enterprise building portfolio view. With these solutions, facility managers and engineers have access to near real-time insights and intelligence for efficient daily operations that support their ability to track and manage sustainability goals."},"sustainability.biodiversity_natural_resources.sustainable_buildings_1":{"Name":"Sustainable Buildings","Description":"Today, business leaders want to modernize their legacy building management systems with data analytics and artificial intelligence and machine learning (AI/ML). This helps them to better monitor their sustainability goals, energy management, air quality, and other smart building capabilities. Sustainable Building solutions on AWS integrate disparate building systems, assets, and sensors to provide an enterprise building portfolio view. With these solutions, facility managers and engineers have access to near real-time insights and intelligence for efficient daily operations that support their ability to track and manage sustainability goals."},"sustainability.it_infrastructure_and_architecture":{"Name":"IT Infrastructure and Architecture","Description":"Data centers represent the information bedrock that supports every aspect of the modern economy. Sustainable IT Infrastructure is about minimizing the environmental impact of IT hardware and data centers through renewable energy, water stewardship, innovation in silicon design, reducing electronic waste, and adopting system optimization tools and best practices. Sustainable IT Architecture, based on the Sustainability pillar of the AWS Well-Architected Framework, focuses on environmental impacts of software systems, especially energy consumption and efficiency, since they are important levers for architects to inform direct action to reduce resource usage."},"sustainability.it_infrastructure_and_architecture.sustainable_it":{"Name":"Sustainable IT","Description":"Technology leaders across industries want to align IT purchasing with their organizations’ sustainability goals. With Sustainable IT solutions on AWS, companies can measure, predict, and reduce the carbon emissions associated with IT infrastructure and cloud workloads. With these solutions in place, organizations can gain visibility into their Scope 3 emissions on AWS; implement environmental best practices for cloud computing; and reduce the climate impacts of their cloud workloads."},"capabilities.governance_risk_and_compliance.tagging":{"Name":"Tagging","Description":"To meet the increasing demand for automation and access control, customers need tooling to identify, organize, and filter metadata for their cloud resources. The Tagging capability enables customers to group sets of resources for cost reporting and automation, such as patching for select tagged instances and grouping resources that make up a microservice, application, or workload. This is fundamental for enterprise-level visibility and control."},"retail.customer_engagement_and_marketing_1.target_marketing":{"Name":"Target Marketing","Description":"Target Marketing solutions enable retailers to deliver automated and personalized engagement. This helps retailers remain connected with their customers, deliver great customer service, and drive brand awareness."},"security_identity_and_compliance.identity_and_access_management.temporary_elevated_access_management_team":{"Name":"Temporary Elevated Access Management (TEAM)","Description":"Maintaining operational efficiency while adhering to security best practices is a goal for organizations in cloud environments. Temporary Elevated Access Management (TEAM) Solutions on AWS enable controlled, time-bound elevation of privileges, encompassing request, approval, and automated enforcement of temporary elevated access. TEAM solutions balance operational needs with security requirements through structured workflows and comprehensive audit logging, enhancing security posture and operational agility."},"to_be_deprecated_genomics.tertiary_analysis":{"Name":"Tertiary Analysis","Description":"Solutions to enable the Head of Research uncover correlations across 1st and 3rd party datasets (e.g. multi-modal and multi-omics) and turn data into biological insight to drive faster innovation."},"to_be_deprecated_genomics.tertiary_analysis.tertiary_analysis_and_ml":{"Name":"Tertiary Analysis and ML","Description":"In the healthcare and life science industries, interpreting genomic information is a data-heavy discipline requiring robust compute resources. Tertiary Analysis & Machine Learning (ML) solutions on AWS help to turn data into biological insights. Using these solutions equips organizations with access to greater computing efficiency at scale, reproducible data processing, and data integration capabilities—all in a compliance-ready environment."},"analytics.data_management.third_party_and_federated_data":{"Name":"Third-Party and Federated Data","Description":"Managing a variety of sources of data, in real-time, and combining all your information into a single, usable data lake can be a huge project to build and manage. Moving and combining data in an efficient, prepared way, and thinking ahead on how and where to integrate it for easy access, can improve any business process - from analytics to application development to sales and marketing."},"new_to_aws.migrate_to_the_cloud.third_party_applications_deployment":{"Name":"Third-Party Applications Deployment","Description":"Migrating third-party applications is a great way to begin your migration journey to the cloud. When deploying third-party applications, it can be time-consuming to manually identify and provision individual resources. Third-Party Applications Deployment solutions on AWS recommend the right AWS resources, provide a cost estimate, and, when approved, automatically provision and configure the selected resources to create a production-ready application."},"retail.digital_commerce_1.third_party_marketplace":{"Name":"Third-Party Marketplace","Description":"Retailers interested in expanding their inventory assortment without the carrying cost should consider adding marketplace functionality to their website. Our Third-Party Marketplace solutions make it easier to add a marketplace and create a new revenue stream."},"security_identity_and_compliance.data_protection.tokenization_and_masking":{"Name":"Tokenization and Masking","Description":"Protecting sensitive data while maintaining application functionality is a requirement for organizations. Tokenization and Masking Solutions on AWS replace sensitive data with non-sensitive equivalents, preserving data format and usability through persistent and dynamic data masking, format-preserving tokenization, and secure storage of original values. These solutions help reduce exposure of sensitive data and maintain compliance while enabling business operations."},"agriculture.supply_chain_2.traceability":{"Name":"Traceability","Description":"Agribusinesses rely on real-time supply chain visibility to meet sustainability reporting requirements, optimize supply and demand forecasting, and track and manage the location of raw materials through to finished goods and delivery. By using Traceability solutions on AWS, agribusinesses can analyze internal and external supply chain data to identify improvements, predict risks and prescribe recommendations to better manage inventory and capacity. With these solutions, agribusiness supply chain leaders gain greater visibility and insight at all stages – from customer demand predictions, to the processing of raw materials and final delivery – so that they can predict risks, optimize, and report on the entire supply chain."},"supply_chain.visibility_and_control.traceability_lineage_and_recalls":{"Name":"Traceability, Lineage and Recalls","Description":"To support customer recalls and product warranty claims, companies must track and trace product lineage and field service asset management. Traceability, Lineage, & Recalls solutions capture product information across the value chain for real-time traceability. These solutions use Internet of Things (IoT) and blockchain technology to process orders and identify impacted product components by lot or serial number."},"consumer_packaged_goods.customer_engagement_and_marketing.trade_promotion_management":{"Name":"Trade Promotion Management","Description":"Consumer Packaged Goods (CPG) companies spend on average 20% of their revenue on trade promotion but it's difficult for customers to optimize trade promotions and determine return-on-investment. Trade Promotion Management (TPM) solutions on AWS apply data, analytics, and artificial intelligence to help brands optimize trade spend and focus investments on trade promotions that help them meet revenue growth goals. Using a data driven approach to TPM can help CPGs build a healthy revenue growth practice without relying on spreadsheets and manual processes."},"capital_markets.trade_lifecycle.trading_systems":{"Name":"Trading Systems","Description":"Capital markets organizations are experimenting with new trading strategies as they tackle record-breaking volatility. Trading Systems solutions on AWS leverage the scalability of the cloud to enhance security and transparency for on-demand trade-related auditing and reporting. When using these solutions, organizations can modernize workloads across the trade life cycle to reduce technical debt, increase agility and scalability, and reallocate IT resources to higher-value work."},"content_delivery_and_edge_services.edge_network_optimization":{"Name":"Edge Network Optimization","Description":"Solutions to enable the Chief Technology Officer to deliver faster, more responsive, and more secure services to their end-users, while optimizing their infrastructure costs and improving scalability and resilience."},"content_delivery_and_edge_services.edge_network_optimization.traffic_management":{"Name":"Traffic Management","Description":"Network congestion can cause high latency and low performance for both users and businesses alike. Whether you want to control how and when users can access your sites, or just want to prevent large bursts of traffic, the Traffic Management solutions on AWS can help. It provides options such as Virtual Waiting rooms that allow you to control how and when users can access your websites and applications."},"capital_markets.trade_lifecycle.transaction_surveillance":{"Name":"Transaction Surveillance","Description":"Financial institutions often face challenges with transaction surveillance issues such as capacity scaling, legacy constraints, excessive alerts, and siloed programs. Transaction Surveillance solutions on AWS help these institutions build data lakes, apply analytics and machine learning to streamline processes, detect market manipulation, and facilitate regulatory reporting. This helps financial institutions and firms to enhance efficiency, reduce costs, and maintain compliance amid evolving regulations."},"travel_and_hospitality.optimize_it.transformations_for_reinvention_and_innovation":{"Name":"Transformations for Reinvention and Innovation","Description":"Companies in the travel and hospitality industry are seeking to effectively engage their IT workforces so that IT departments become partners in streamlining business processes and driving innovation. Transformations for Reinvention & Innovation solutions on AWS can help customers transform stifling legacy methodologies into innovative, cost-effective solutions that help it advance its business strategies. With these solutions, companies can not only better acquire and retain top talent and improve staff productivity, but also engage modern development techniques to increase agility and performance."},"consumer_packaged_goods.supply_chain.transportation_management":{"Name":"Transportation Management","Description":"Whether shipping cargo by truck, train, plane, or ship, transportation managers must deal with the complexity of managing operations and reducing costs across all transportation modes. Consumer Packaged Goods companies need a transportation management system (TMS) to streamline shipping processes and gain visibility into transportation activities. Transportation Management solutions on AWS help transportation managers build a TMS application to plan freight movements, complete freight rating and shipping across all transportation modes, select an appropriate route and carrier, and manage freight bills and payments."},"supply_chain.transportation_and_logistics":{"Name":"Transportation and Logistics","Description":"Solutions that help optimize and improve logistical operations by leveraging cloud efficiencies and digital innovation."},"supply_chain.transportation_and_logistics.transportation_management_1":{"Name":"Transportation Management","Description":"Whether shipping cargo by truck, train, plane, or ship; transportation managers must deal with the complexity of managing operations and reducing costs across all transportation modes. They need a transportation management system (TMS) to streamline shipping processes and gain visibility into transportation activities. Transportation Management solutions on AWS help transportation managers build a TMS application to plan freight movements, complete freight rating and shipping across all transportation modes, select an appropriate route and carrier, and manage freight bills and payments."},"supply_chain.visibility_and_control.transportation_visibility":{"Name":"Transportation Visibility","Description":"Once cargo is in transit, transportation managers and shippers need to have near real-time visibility into the shipment's route and status. Transportation Visibility solutions on AWS help track the status of consumer goods and products in transit, regardless of the transportation mode. This visibility improves customer service due to better inventory management, proactive status updates, limited disruptions, and risk mitigation across the shipment route."},"travel_and_hospitality.retailing_and_personalization.traveler_guest_acquisition":{"Name":"Traveler/Guest Acquisition","Description":"Companies in the travel and hospitality (T&H) industry need ways to attract customers, manage the costs of sales and customer acquisition, and increase customer retention. Innovative machine learning, artificial intelligence, analytics, and monitoring systems solutions can help them solve these challenges. By implementing the Traveler/Guest Acquisition solutions on AWS, T&H companies have the opportunity to increase revenue by building customer loyalty, reducing sales costs, and better managing their channel and product distribution mix."},"travel_and_hospitality.retailing_and_personalization.traveler_guest_engagement_and_retention":{"Name":"Traveler/Guest Engagement and Retention","Description":"For leaders in the travel and hospitality industry, maximizing guest engagement and retention is a necessity. Traveler/Guest Engagement & Retention solutions on AWS empower companies to personalize the customer experience and deliver the right message at the right time and the right price. With these solutions, companies can increase sales by driving customer engagement and improving customer retention."},"travel_and_hospitality.customer_service.traveler_guest_loyalty_and_rewards_management":{"Name":"Traveler/Guest Loyalty and Rewards Management","Description":"Building loyalty is paramount to travel and hospitality (T&H) companies, and achieving this requires an efficient way to manage customer data. That data is often stored in silos that can be difficult to access. Using Traveler/Guest Loyalty & Rewards management solutions on AWS can provide a single source of truth for loyalty data, helping T&H companies to tailor a better customer experience, increase customer engagement and satisfaction, improve conversion of new buyers, build customer loyalty, and reduce management costs."},"travel_and_hospitality.connected_experiences.traveler_guest_operations":{"Name":"Traveler/Guest Operations","Description":"Travel and hospitality companies seek to optimize guest operations so that they can better manage their workforces, improve communication, reduce delays, and increase satisfaction rates. By using Traveler/Guest Operations solutions on AWS, T&H companies can monitor situations in near real time and deliver valuable services to improve the guest experience, such as providing wait time information or meal pick-up notifications. Using these solutions, T&H companies can better mitigate customer issues, optimize resources, and increase brand loyalty."},"travel_and_hospitality.customer_service.traveler_guest_self_service":{"Name":"Traveler/Guest Self-Service","Description":"Travel and hospitality (T&H) companies have the opportunity to reduce costs and boost satisfaction among customers and employees alike using Traveler/Guest Self-Service solutions on AWS. By implementing self-service assets across digital and voice support channels, T&H companies can empower their customers to find solutions to potential issues without needing to speak with an agent. Using these solutions, companies can improve customer satisfaction, reduce representative workflows, boost productivity, and reduce the cost of customer support in the process."},"customer_experience.customer_data_management.unified_account_profile_b2b":{"Name":"Unified Account Profile (B2B)","Description":"Creating a 360-degree view of a client or an account can be complex when working with corporate clients, particularly when that client has different divisions, departments, or product lines. Enterprises often have multiple internal views of a client that don’t align. Account 360 solutions on AWS help organizations gain a consistent view of clients across different divisions and departments so that they can mitigate customer risk and identify revenue opportunities."},"retail.digital_commerce_1.unified_commerce":{"Name":"Unified Commerce","Description":"To meet customers’ expectations, retailers need to unify their commerce solutions so that they can deliver high-quality experiences across channels, such as ecommerce and in-store shopping. Using Unified Commerce solutions on AWS, retailers can use microservices to facilitate a composable, consistent, and multichannel approach to their commerce operations. With these solutions, retailers can deliver seamless cross-channel experiences to their customers, like buy-online-pickup-in-store services."},"new_to_aws.develop_and_deploy_cloud_applications.unified_software_development":{"Name":"Unified Software Development","Description":"Customers who are new to the cloud may find it challenging to identify the right tool for developing cloud-based workloads. Traditional software development tools can be disparate and hard to integrate at scale. Unified Software Development solutions on AWS offer complete tooling with blueprints to get you started quickly and scale efficiently. From planning to deployment, customers who are new to AWS can take the guesswork out of cloud development and deploy applications to AWS with ease."},"travel_and_hospitality.retailing_and_personalization.up_sell_cross_sell_and_ancillary_sales":{"Name":"Up-Sell, Cross-Sell and Ancillary Sales","Description":"Companies in the travel and hospitality industry are looking to optimize their retailing methods to increase sales and improve the distribution of special offers. Using Up-Sell, Cross-Sell, & Ancillary Sales solutions, companies can optimize their offers, guidance, and advice to provide customers with the right products for their needs. By using these solutions, they can increase both value and basket size (the number of products sold in a single purchase) while using data to increase personalization, and ultimately enhance customer satisfaction."},"application_development_and_devops.security_identity_and_compliance":{"Name":"Security, Identity and Compliance","Description":"Solutions to enable the Director of Cloud Operations to build secure and compliant applications, protect sensitive data, and maintain a competitive advantage in the market."},"application_development_and_devops.security_identity_and_compliance.user_management":{"Name":"User Management","Description":"User management goes beyond setting up user access. User management solutions allow you to create event triggers from user events, monitor user actions, and safely export user information for use in other functions while preserving the privacy and integrity of the user's original data. These solutions help you deploy sophisticated application functions without compromising protection of your users."},"agriculture.sustainability_2.value_chain_transparency":{"Name":"Value Chain Transparency","Description":"Increasingly, agri-food companies are using technology for tracking and creating visibility for environmental performance within their supply chains. Using Value Chain Transparency solutions on AWS, agricultural companies use data to know how and where their goods are produced, demonstrate regulatory compliance, support producers as they seek to meet certification criteria for premium opportunities, and conduct carbon-smart procurement. Plus, Value Chain Transparency solutions help agri-food companies differentiate themselves in the marketplace."},"sustainability.sustainable_value_chain.value_chain_transparency_1":{"Name":"Value Chain Transparency","Description":"Sustainability plays an increasingly important role in purchasing decisions. Leaders in every industry want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent and often limited to Tier 1, making it hard to verify provenance or accurately assess upstream impacts. By using Value Chain Transparency solutions on AWS, organizations can unlock insights to improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"retail.intelligent_supply_chain.value_chain_transparency_2":{"Name":"Value Chain Transparency","Description":"Sustainability is playing an increasingly important role in purchasing decisions. Leaders in retail organizations want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent, making it hard to verify provenance or accurately assess upstream impacts. Value Chain Transparency solutions on AWS unlock insights to help retail organizations improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"consumer_packaged_goods.supply_chain.value_chain_transparency_3":{"Name":"Value Chain Transparency","Description":"Sustainability is playing an increasingly important role in purchasing decisions. Leaders in Consumer Packaged Goods (CPG) want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent, making it hard to verify provenance or accurately assess upstream impacts. Value Chain Transparency solutions on AWS unlock insights to help CPG organizations improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"automotive.connected_mobility.vehicle_analytics":{"Name":"Vehicle Analytics","Description":"Companies who manage a fleet of vehicles are looking to avoid unexpected warranty costs, lower other operational costs, and reduce unplanned vehicle downtime.  Analytics & Insights solutions provide cloud-based machine learning tools designed for data scientists, which DevOps teams can use alongside their existing high-level systems. These solutions automate much of the up-front data wrangling involved with digital solutions, saving developers time, improving productivity, and providing scalable near-real-time solutions that process the data collected from fleet vehicles."},"automotive.digital_customer_experience.vehicle_service":{"Name":"Vehicle Service","Description":"The automotive industry must establish direct, continuous relationships between their brand and consumers to propel a more personalized service experience. Parts and Service solutions on AWS enable these companies to create data-driven campaigns, generate brand goodwill, and deliver personalized experiences, including predictive and pre-emptive maintenance notifications and frictionless scheduling. These solutions are designed to strengthen the direct, continuous connection between the automotive brand and its customers."},"games_1.cloud_game_development.version_control_digital_asset_management":{"Name":"Version Control & Digital Asset Management","Description":"In the game industry, project complexity and game sizes continue to increase leaving development teams in need of version control systems that provide high performance and availability. Using Version Control & Digital Asset Management solutions on AWS enables development teams to deploy hybrid and cloud-native version control systems while also helping to ensure assets remain secure and available."},"media_and_entertainment.content_production.vfx_animation_rendering_and_virtual_production":{"Name":"VFX, Animation, Rendering, and Virtual Production","Description":"VFX and animation production can be a time-consuming and resource-intensive process. VFX, Animation, Rendering, and Virtual Production solutions along with generative AI applications provide highly scalable, pay-as-you-go solutions to accelerate production and enable global creative teams to accelerate pipelines. Customers benefit from increased efficiency, cost savings, and the ability to bring their creative visions to life more quickly."},"justice_and_public_safety.court.video_evidence_and_records_storage":{"Name":"Video Evidence and Records Storage","Description":"Courts often have a hard time storing, organizing, and maintaining the large amounts of evidence required during court cases. Storing these records with a third-party content management system (CMS) can be unreliable, and data stored on-premises is subject to loss or tampering. With the Video Evidence & Records Storage solutions on AWS, courts have a secure, scalable option that allows them to manage, protect, and maintain the records paramount to their cases."},"justice_and_public_safety.law_enforcement.video_management_systems":{"Name":"Video Management Systems","Description":"Law enforcement needs modern solutions to help them stream, manage, and store video to conduct operations. Legacy solutions are expensive, require proprietary camera hardware to operate, and are not designed for the modern, mobile operating environment. Video Management Systems solutions on AWS enable video to be accessed and streamed from any location, and cloud technology makes aggregating video from third-party systems easier than ever. Using AWS, agencies can securely stream, access, and store video with ease."},"engineering_and_design.analysis_and_optimization.virtual_cloud_desktop":{"Name":"Virtual Cloud Desktop","Description":"To improve productivity, organizations are providing remote work access to cloud-hosted engineering workspaces for their designers and analysts. These organizations need the flexibility of the cloud without compromising security. With the Virtual Cloud Desktop solutions on AWS, employees can provision computer-aided engineering (CAE) tools through a portal, without having to worry about complex IT hardware deployments and aging infrastructure. Administrators can also centralize and manage this capability cost-effectively. The solutions offer a stable, secure, and remote workspace across a wide range of devices and locations. And, businesses have access to a globally distributed infrastructure that is centralized, controlled, compliant, secure, and highly optimized for various business requirements."},"defense_and_national_security.productivity_and_business_operations.virtual_desktop":{"Name":"Virtual Desktop","Description":"National security, defense, and national law enforcement organizations are no longer restricted to a traditional desktop environment. Instead, these organizations are harnessing the flexibility and security offered by virtual desktops to work with classified information from any location. Virtual Desktop solutions on AWS provide centralized configuration management, security management, data storage, and endpoints to help organizations maintain their security best practices. Additionally, these solutions support data sovereignty requirements by helping ensure that data does not leave an organization’s AWS environment."},"higher_education.teaching_and_learning.virtual_proctoring":{"Name":"Virtual Proctoring","Description":"Education institutions are under intense pressure to support online learning in response to COVID-19, with proctored tests being a key component. The Virtual Proctoring solution on AWS supports prominent tests such as the SAT and GRE, as well as less familiar tests traditionally monitored in-person. This allows education institutions to continue to protect the integrity of testing."},"engineering_construction_and_real_estate.customer_experience_2":{"Name":"Customer Experience","Description":"Solutions to help the Head of Sales build brand loyalty, generate revenue, and gain a competitive advantage through differentiated customer experiences within buildings and real estate transactions."},"engineering_construction_and_real_estate.customer_experience_2.virtual_tours":{"Name":"Virtual Tours","Description":"Buyers are more likely to explore online property listings that include virtual tours rather than listings that use images alone. Virtual tours help buyers visualize a space and its floorplans without having to be onsite, saving time for both buyers and real estate agents. Using Virtual Tours solutions on AWS, you can create, store, and stream immersive virtual tours of spaces for use in real estate listings, construction planning, or commemorating places of importance."},"games_1.cloud_game_development.virtual_workstations":{"Name":"Virtual Workstations","Description":"Today's game studios need flexible, secure, low-latency infrastructure to support remote and distributed development teams. Using Virtual Workstations solutions on AWS, studios can set up workstations that are tailored to the development tools and workflows required to develop a game, while providing a safe and robust experience for content producers and developers, wherever they may be."},"automotive.vehicle_software_development.virtualization":{"Name":"Virtualization","Description":"Carmakers are striving to accelerate innovation by introducing more features at a faster pace while maintaining high quality standards. However, these efforts are often hindered by the shortage of prototype hardware, especially during the early stages of software development. Cloud Native Embedded Software Development solutions on AWS offer a comprehensive suite of industry-leading tools, virtual targets with parity to real hardware, and virtual development environments hosted in the cloud. This approach enables software development teams to commence the development process early, utilizing cloud-based Virtual Engineering Workbenches, thereby reducing overall program cycle time. Additionally, it provides scalability and consistency of environment across globally distributed teams, facilitating better collaboration and enabling the creation of higher-quality software for final testing once real hardware becomes available."},"aerospace_and_satellite.space_command_and_control.virtualized_ground_segment":{"Name":"Virtualized Ground Segment","Description":"Ground segment operators are turning to cloud-based solutions to boost their business agility, harness new opportunities, and gain cost efficiencies. Organizations can virtualize the ground segment by using Virtualized Ground Segment solutions on AWS. Convert analog radio frequency waveforms to digital radio frequency streams (or the reverse) using software that can be run from anywhere."},"consumer_packaged_goods.manufacturing_and_product_development.vision_based_anomaly_detection":{"Name":"Vision-Based Anomaly Detection","Description":"Consumer Packaged Goods (CPG) manufacturers want to automate quality control processes in order to reduce scrap and rework, which are wasteful byproducts of an inefficient supply chain. Vision-Based Anomaly Detection solutions on AWS enable quality engineers to collect and analyze data from a variety of sources, including vendor-agnostic cameras, using automated processes that save time over the manual analysis of data. With these solutions, CPG manufacturing teams can utilize automated data analysis to generate predictive insights, including root-cause analysis, develop countermeasures to manage the entire process life cycle, and better achieve zero defects at scale."},"analytics.advanced_analytics.visualization_reporting_and_analysis":{"Name":"Visualization, Reporting and Analysis","Description":"Tools to create visualization, reporting, and analysis allow you to interpret data and communicate insights fast, often with no coding required. Find visualization tools to understand your data through graphics and interactive dashboards, build reports to monitor and compare key performance indicators (KPIs), and analyze data to gain and share insights."},"compute.migration_modernization":{"Name":"Migration & Modernization","Description":""},"compute.migration_modernization.vmware_workloads_migration":{"Name":"VMWare Workloads Migration","Description":"Simplify and accelerate the migration of your VMware mission-critical production workloads to the AWS cloud with little or no conversion or re-architecting, and streamline application migrations. Leverage your existing VMware skills, tools and processes to manage your application post-migration to AWS."},"customer_experience.customer_analytics_and_intelligence.voice_of_the_customer":{"Name":"Voice of the Customer","Description":"For businesses to continuously improve their products and services for customers, they must first capture feedback on the customer experience and customer journey. Voice of the Customer (VOC) solutions on AWS help businesses capture VOC insights by collecting data such as customer feedback, social media interactions, and reviews. These solutions provide tools to evaluate a customer’s expectations and needs related to a product or service. They also generate actionable insights through intuitive dashboards to present to stakeholders."},"consumer_packaged_goods.supply_chain.warehouse_management":{"Name":"Warehouse Management","Description":"Consumer Packaged Goods (CPG) supply chain leaders often need to support a mix of B2B, B2C, direct-to-consumer, and omni-channel fulfillment operations using the same warehouse and transportation network. With Warehouse Management solutions on AWS, organizations can manage shifting consumer demands across channels. When using these solutions, CPG supply chain leaders can optimize warehouse operations while driving efficiencies to minimize the costs of goods sold."},"retail.intelligent_supply_chain.warehouse_management_1":{"Name":"Warehouse Management","Description":"Organizations need systems for processing and managing each product as it moves through a warehouse. A good warehouse management system is efficient and consistent, making it possible for businesses to optimize the fulfillment process. Using these Warehouse Management solutions can help retail businesses to optimize warehouse management, from processing incoming shipments in containers to trucking freight to individual stores."},"supply_chain.operations_and_automation.warehouse_management_2":{"Name":"Warehouse Management","Description":"Warehouses often deal with interdependent processes that can interrupt the flow of order fulfillment. Warehouse management systems (WMS) solutions use intelligent technology to execute the operations of a warehouse, distribution, or fulfillment center. Intelligent operations increase the efficiency of equipment and labor management through task interleaving, visibility into inventory status, and automation."},"sustainability.biodiversity_natural_resources.water_stewardship":{"Name":"Water Stewardship","Description":"Water is a fundamental resource that is essential to business operations and supply chains, making sustainable water management practices crucial. Water Stewardship solutions on AWS include water-efficient software and sensor technologies designed to reduce water usage, increase water availability, and improve water quality and water management practices. By using these solutions, businesses can reduce risks, improve environmental performance, and capture new business opportunities."},"new_to_aws.improve_security_posture.web_application_security":{"Name":"Web Application Security","Description":"Cyberattacks on web applications are a leading cause of security incidents and can result in downtime and data breaches. Web Application Security solutions on AWS help protect against common web exploits and pervasive bots. These solutions help filter and block unwanted traffic and allow you to create or customize rules to protect your web applications."},"retail.digital_commerce_1.web_store":{"Name":"Web Store","Description":"While e-commerce sales continue to rise, retailers struggle with availability, scalability, and business agility. Organizations can address this by adopting a micro-services based architecture that makes use of containers, serverless, and native databases. With the Web Store solutions on AWS, retailers can quickly implement change, scale up and down more readily, and ensure the best overall customer experience."},"retail.digital_commerce_1.website_performance_and_security":{"Name":"Website Performance and Security","Description":"Retailers today know customers expect a rich shopping experience with advanced website performance that preserves their secure online environment. Increased e-commerce volumes and persistent security threats can degrade the customer experience, resulting in lower shopper satisfaction and more abandoned carts. Website Performance & Security solutions on AWS provide retailers with the tools needed to optimize and secure e-commerce sites. With faster page-load times and site security, customers can enjoy a better overall experience."},"charities_and_membership.cloud_fundamentals.website_application_and_e_commerce_scaling":{"Name":"Website, Application and E-commerce Scaling","Description":"To support their donors, members, and staff, nonprofits need to scale and deploy their online resources quickly and securely. Organizations can deploy Website, Application, and eCommerce Scaling solutions on AWS for common use cases, including launching a website or migrating on-premise applications to the cloud. By addressing the scalability of their cloud systems, nonprofits can better handle predicted and unpredicted changes in traffic, build trust with donors and members, and serve the needs of staff."},"networking.network_connectivity":{"Name":"Network Connectivity","Description":"Use Cases and solutions focused on cloud, hybrid and application connectivity."},"networking.network_connectivity.wide_area_network_wan":{"Name":"Wide Area Network (WAN)","Description":"Reducing the complexity of infrastructure, focusing on applications, building a global footprint, and using a mix of technologies to make it all happen are common these days. Considerations around access management, globalization, and security can slow down implementations and operations. Customers want solutions that offer them choice and flexibility in a wide area network infrastructure through VPNs, software-defined WANs (SD-WAN) or fixed lines."},"automations.digital_workers.work_bot_accelerators":{"Name":"Work Bot Accelerators","Description":"To work effectively, the digital workforce requires technology that integrates seamlessly with the human knowledge workforce. Work Bot Accelerators on AWS allow you to run automation end-to-end, improving the operational effectiveness of the business. These solutions enable discovering, building, managing, controlling, securing, and engaging with the fleet of digital Worker Bots for a complete, collaborative digital and human automation solution."},"to_be_deprecated_genomics.secondary_analysis":{"Name":"Secondary Analysis","Description":""},"to_be_deprecated_genomics.secondary_analysis.workflow_automation":{"Name":"Workflow Automation","Description":"Researchers in the genomics industry need scalable tools to process genomics data and generate insights. Using Workflow Automation solutions on AWS, researchers can access a robust portfolio of workflow automation and secondary analysis tools to accelerate their research."},"security_identity_and_compliance.identity_and_access_management.workforce_identity_management":{"Name":"Workforce Identity Management","Description":"Workforce Identity Management addresses the challenges of managing user identities and access across cloud environments. This includes integration with identity providers, automated user lifecycle management, and single sign-on capabilities. WIM solutions help organizations maintain secure and efficient access management while ensuring compliance with security policies and regulatory requirements."},"retail.smart_stores.workforce_management_and_associate_applications":{"Name":"Workforce Management and Associate Applications","Description":"Labor is typically the second highest cost for retail operations, so retailers need ways to efficiently manage employees' schedules, tasks, time, and attendance. Without such tools, retailers risk high labor costs and reduced customer service. With them, retailers can increase productivity and revenue. Whether the employees are in stores, warehouses, or call centers, the Workforce Management and Associate Applications solutions on AWS can help retailers gain visibility into their workforce. Task management can help seamlessly assign and track progress on tasks. Schedule management can enhance productivity with increased observability for managers. Regardless of the need, retailers can reap efficiencies after implementing these solutions while reducing unnecessary labor expenses."},"automations.continuous_planning.workforce_planning_automations":{"Name":"Workforce Planning Automations","Description":"To respond swiftly to market and talent-supply changes, businesses need collaborative planning and rich workforce optimization resources. Workforce Planning Automations on AWS provide a singular, accurate view of an organization’s workforce, work load and costs while addressing \"what if\" scenarios. With these solutions, businesses can identify and detail headcount and skills gaps that can impede business success while also assessing financial impacts."},"capabilities.infrastructure.workload_isolation":{"Name":"Workload Isolation","Description":"To increase security and promote agility and innovation on AWS, customers need to isolate their workloads from one another. By reducing the radius of threats and easing the complexity of compliance demands, the Workload Isolation capability helps customers secure and isolate their workloads when running in the cloud."},"compute.high_performance_computing":{"Name":"High Performance Computing","Description":""},"compute.high_performance_computing.workloads_and_applications":{"Name":"Workloads and Applications","Description":"Scale high performance computing (HPC) applications to thousands of CPUs and GPUs. Run distributed machine learning applications faster with purpose-built, low-latency, and low-jitter channels for inter-instance communications. Amazon compute instances give the flexibility to choose the right compute configuration for your workload."},"supply_chain.transportation_and_logistics.yard_management":{"Name":"Yard Management","Description":"Yard logistics are complex environments where goods, assets, and information are exchanged between truckers, carriers, government agencies, and logistics service providers (LSPs). Data coming from multiple entities is often inaccurate and unreliable, leading to unexpected costs. Yard Management solutions simplify time-consuming tracking activities for yard managers and operators while providing visibility into yard logistics for more predictable operations."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.yield_and_failure_analysis":{"Name":"Yield and Failure Analysis","Description":"Semiconductor manufacturers and fabless semiconductor companies—which outsource the fabrication of silicon chips—face the challenge of rising production costs that cut into profit margins. As a result, these companies seek to increase their facilities’ production capabilities and to design semiconductor devices that can ramp more quickly to high volumes with high yields. As a primary path to overall production efficiency, businesses need a way to identify losses, improve the quality of production, and optimize the productivity of manufacturing assets. Companies in the semiconductor industry use AWS solutions to handle yield and failure analysis, either deploying AWS solutions themselves or working alongside an AWS Partner, such as PDF Solutions."},"security_identity_and_compliance.infrastructure_security.zero_trust_network_access_ztna":{"Name":"Zero Trust Network Access (ZTNA)","Description":"Traditional perimeter-based security models are inadequate for providing secure access in today's distributed environments. Zero Trust Network Access (ZTNA) Solutions on AWS implement the 'never trust, always verify' principle, enabling identity-based access control, continuous authentication, and granular policy enforcement. ZTNA helps organizations enhance security posture and enable secure access from anywhere, improving productivity and reducing risk."}},"default":{"UpdatedOn":"2025-10-09T22:24:05.976Z","Locale":"en","Labels":{"spatial_computing":{"Name":"Spatial Computing"},"spatial_computing.immersive_computing_ar_vr":{"Name":"Immersive Computing (AR/VR)","Description":"Enabling spatially aware, immersive experiences through robust solutions for creating, deploying, and analyzing real-time 3D experiences."},"spatial_computing.immersive_computing_ar_vr.3d_collaborative_design":{"Name":"3D Collaborative Design","Description":"Conventional collaboration methods slow teams down, just when they need to resolve problems quickly. 3D Collaborative Design solutions on AWS alleviate many inefficiencies in asynchronous remote environments by providing a shared digital environment, where people in different locations interact with virtual objects in near real-time. These solutions use augmented reality (AR) and virtual reality (VR) collaboration technology to create a virtual space for teams to communicate, speeding up innovation and increasing engagement."},"spatial_computing.immersive_computing_ar_vr.3d_e_commerce":{"Name":"3D E-commerce","Description":"Retailers face the challenge of meeting evolving consumer expectations while adapting to rapid digital transformation across the value chain. 3D E-Commerce solutions on AWS can help support this transformation with tools that improve customer insights, optimize operations, and enhance end-customer engagement. This innovation addresses key priorities including smart stores, digital commerce, intelligent supply chain, customer engagement, and merchandise planning, enabling retailers to stay competitive in the dynamic e-commerce landscape."},"engineering_construction_and_real_estate":{"Name":"Engineering, Construction and Real Estate"},"engineering_construction_and_real_estate.design_and_engineering":{"Name":"Design and Engineering","Description":"Solutions that help the Head of Engineering optimize productivity, collaboration, and execution of the architecture, design, and engineering of built assets."},"engineering_construction_and_real_estate.design_and_engineering.3d_scanning":{"Name":"3D Scanning","Description":"Laser scanning and photogrammetry help construction companies digitize their buildings, spaces, and infrastructure. With this information, these companies can verify on-site conditions and produce 3D models to support design, construction, and operations. With 3D Scanning solutions on AWS, companies can scan, ingest, store, and analyze photogrammetry and point cloud data. This data helps them better assess site conditions, verify dimensions, track construction progress, and create “as-built\" 3D models."},"small_and_medium_business":{"Name":"Small and Medium Business"},"small_and_medium_business.finance_1":{"Name":"Finance","Description":"Solutions to manage inventory, simplify bookkeeping and payroll, and provide business insights to reduce costs and grow your business."},"small_and_medium_business.finance_1.accounting":{"Name":"Accounting","Description":"As companies grow, they must incorporate integrated tools into accounting and operations processes to communicate finance information across stakeholders. Accounting solutions give small and medium size businesses access to integrated enterprise resource planning (ERP) suites, support for remote workforces, and machine learning for data analysis. These tools reduce the burden of month-end close, simplify revenue management, and improve staff productivity."},"travel_and_hospitality":{"Name":"Travel and Hospitality"},"travel_and_hospitality.optimize_core_operations":{"Name":"Optimize Core Operations","Description":"Solutions that enable the Chief Operations Officer to optimize workforces, ordering, inventory, deployment, operations, and maintenance while reducing cost and delighting the customer."},"travel_and_hospitality.optimize_core_operations.acquisition_and_forecasting":{"Name":"Acquisition and Forecasting","Description":"Companies in the travel and hospitality (T&H) industry are looking for tools to better forecast their needs and improve planning around resource acquisitions. Using Acquisition & Forecasting solutions on AWS, companies can better estimate the inventory, resources, and talent that they require so that they can operate efficiently at the right time and with the right tools. With these solutions, T&H companies can improve planning activities and facilitate service continuity, reducing waste and operational costs."},"insurance":{"Name":"Insurance"},"insurance.core_insurance_systems":{"Name":"Core insurance systems","Description":"A set of options--solutions (SI, AWS, and ISV) and services (ProServe and SIs)--for insurers to either modernize (e.g., refactor) or replace (with ISV solutions) one or more of their core platforms, including policy administration, billing, claims, underwriting, document managmenet, actuarial modeling, etc.). These platforms should run far more efficiently in the cloud than either legacy or \"modern\" (but not cloud-native) solutions, reducing costs and opening up product development and business model opportunities."},"insurance.core_insurance_systems.actuarial_systems":{"Name":"Actuarial Systems","Description":"For insurance companies, regulations that affect reserve and liquidity requirements in addition to the increasing frequency of perilous global events require complex modeling that taxes on-premise compute power. Using high performance computing (HPC) solutions on AWS, insurance companies can support complex modeling and simulation-based workloads and use cases. Life and non-life insurers use HPC on AWS for actuarial and catastrophe modeling as well as other areas such as pricing, reserving, valuation, trading, portfolio modeling, and hedging strategies."},"advertising_and_marketing":{"Name":"Advertising and Marketing"},"advertising_and_marketing.ad_platforms":{"Name":"Ad Platforms","Description":""},"advertising_and_marketing.ad_platforms.ad_supported_monetization":{"Name":"Ad Supported Monetization","Description":"In order to increase revenue, companies that own websites, mobile applications, and streaming TV platforms sell advertising on their platforms. These companies face privacy challenges caused by signal loss and work with tech stacks that don’t give them the data insights they seek. With Ad Supported Monetization solutions on AWS, companies can build a successful advertising business, including customer data and partner interoperability, ad decisioning platforms, and revenue analytics tools. These solutions provide what companies need to develop a future-proof, transparent ad tech stack to sell their advertising."},"automotive":{"Name":"Automotive"},"automotive.digital_customer_experience":{"Name":"Digital Customer Experience","Description":""},"automotive.digital_customer_experience.advertising_and_discovery":{"Name":"Advertising and Discovery","Description":"Automakers and retailers are reimagining the shopping and buying experience in response to changing consumer demands. Product Discovery and Pre-Sales solutions on AWS deliver end-to-end customer experiences that span from initial engagements on mobile devices through to the product showroom. These solutions support the customer's brand journey with digital innovation, developing new and relevant customer touchpoints that increase conversion using analytics and engagement tools."},"media_and_entertainment":{"Name":"Media and Entertainment"},"media_and_entertainment.monetization":{"Name":"Monetization","Description":"Solutions to help the COO drive revenue."},"media_and_entertainment.monetization.advertising_innovation":{"Name":"Advertising Innovation","Description":"Ad automation and optimization are critical for digital media environments across all endpoints to help ensure an ideal experience for consumers, as well as to maximize revenue. Advertising Innovation solutions on AWS help publishers effectively create ads throughout the pitch-to-pay process, from ad sales planning through to yield optimization. Ad publishers can deliver ads through targeting, ad insertion, and analytics, while providing innovating experiences."},"consumer_packaged_goods":{"Name":"Consumer Packaged Goods"},"consumer_packaged_goods.customer_engagement_and_marketing":{"Name":"Customer Engagement and Marketing","Description":"Solutions to help the Chief Marketing Officer improve marketing efficiency and consumer loyalty through augmented insights, advertising optimization, and AI-driven personalization."},"consumer_packaged_goods.customer_engagement_and_marketing.advertising_optimization_and_insights":{"Name":"Advertising Optimization and Insights","Description":"Chief Marketing Officers in the consumer packaged goods (CPG) industry often have trouble managing expenses across social media, television, out-of-home, and retail media networks. Advertising Optimization & Insights solutions gives marketers the ability to compare the effectiveness and value of their advertising spend. This helps them to create an effective and optimal media mix, and acquire loyal customers with high customer lifetime value."},"supply_chain":{"Name":"Supply Chain"},"supply_chain.operations_and_automation":{"Name":"Operations and Automation","Description":"Solutions to help the CSCO improve their supply chain operational abilities to execute plans flawlessly at speed and scale. by providing capabilities for Inbound Materials Handling, Warehouse Operations,  Transport Operations, and After-sales Service operations"},"supply_chain.operations_and_automation.aftermarket_service_parts_management":{"Name":"Aftermarket Service Parts Management","Description":"Manufacturing companies and third-party maintenance, repair and overhaul (MRO) service providers must balance costs and service levels in their aftermarket parts operations. They must track parts as they are distributed, serviced, returned, repaired, and reinstalled. Companies that can manage this complexity have the opportunity to gain a high margin revenue stream from existing customers. Aftermarket Service Parts Management solutions on AWS predict demand, recommend optimal stocking levels at the least cost, and rebalance spares across the multi-echelon service network to meet part fill-rate and system up-time objectives."},"retail":{"Name":"Retail"},"retail.smart_stores":{"Name":"Smart Stores","Description":"Solutions to help the SVP of Store Operations reinvent their channels with next generation  in-store solutions that transform, modernize, and enable unified retail customer experience."},"retail.smart_stores.age_verification":{"Name":"Age Verification","Description":"Retailers are embedding automation for a faster checkout, through systems like self-checkout and online checkout. However, they still need a reliable way to handle age verification for age-restricted products. Age Verification solutions on AWS incorporate secure and dependable tools to verify a buyer’s age before they move forward with their purchase. These solutions help retailers maintain compliance with age regulations while also reducing overall costs for checkout systems."},"customer_experience":{"Name":"Customer Experience"},"customer_experience.customer_service_and_contact_center":{"Name":"Customer Service and Contact Center","Description":"Companies aim to build strong and long-lasting relationships with their customers as they engage with them in an informed, responsive, personalized and consistent way across all their interactions. With AWS customer engagement solutions companies across all industries can build the right data structures and use the right technologies to enable touch points of interaction between a company and its customers or prospects.  As they implement the right strategies they can implement use cases such as real-time notifications, personalized content recommendations and omnichannel journey orchestration."},"customer_experience.customer_service_and_contact_center.agent_productivity_and_empowerment":{"Name":"Agent Productivity and Empowerment","Description":"Customer service agents often have to work across multiple systems and interfaces without enough information about the customer or case at the moment of service. This lack of empowerment for the agents makes it challenging to provide a great customer experience in an efficient manner. Agent Productivity and Empowerment solutions on AWS automates agent tasks across multiples systems with a single UI. These solutions provide an all-in-one artificial intelligence and machine learning contact center, equipping agents with one UI across multiple channels. They can authenticate and view customer information, handle calls, chats, tasks, and other cases. It also provides automated agent assistance and knowledge management tools to help them work more efficiently while they increase their productivity."},"machine_learning_ai_ml":{"Name":"Machine Learning (AI/ML)"},"machine_learning_ai_ml.ml_ops_code_and_devops":{"Name":"ML Ops (Code and DevOps)","Description":"Solutions designed to combine ML with DevOps practices to streamline the development, deployment and managemenent of machine learning models in production environments ensuring scalability, reliability, and efficiency."},"machine_learning_ai_ml.ml_ops_code_and_devops.ai_for_dev_and_devops":{"Name":"AI for Dev and DevOps","Description":"Artificial Intelligence (AI) is quickly becoming integrated into many enterprise environments. Managing these production-level AI systems with best practices, proper architecture, redundancy, and scalability is a necesary step to ensure performance at scale. Reliabilty, ease of operation, and maintainabilty are increased when implementing the proper development operations standards."},"machine_learning_ai_ml.language_understanding":{"Name":"Language Understanding","Description":"Solutions designed to easily add intelligence to their AI applications through pre-trained APIs for speech, transcription, translation, text analysis, and chatbot functionality."},"machine_learning_ai_ml.language_understanding.ai_for_marketing":{"Name":"AI for Marketing","Description":"Artificial Intelligence (AI) brings significant benefits to the marketing function by enabling the creation of highly personalized and targeted content at scale. Additionally, generative AI can analyze vast amounts of data to uncover valuable insights, identify trends, and optimize marketing strategies accordingly. This technology can automate repetitive tasks, freeing up marketers to focus on more strategic initiatives. Overall, artificial intelligence enhances creativity, efficiency, and data-driven decision-making in marketing, leading to more effective campaigns and better engagement with customers."},"security_identity_and_compliance":{"Name":"Security, Identity and Compliance"},"security_identity_and_compliance.ai_security":{"Name":"AI Security","Description":"This Solution Area contains use cases for security AI Workloads."},"security_identity_and_compliance.ai_security.ai_security_posture_management":{"Name":"AI Security Posture Management","Description":"Organizations face challenges in maintaining secure configurations, compliance, and ethical guidelines for their AI/ML systems and workflows. AI Security Posture Management Solutions on AWS provide visibility and control over the security of AI/ML systems, enabling discovery, monitoring, risk assessment, and enforcement of security policies. This helps organizations ensure secure AI workloads, maintain compliance, and implement ethical AI practices, improving overall security posture and trust in AI systems."},"hi_tech_electronics_and_semiconductor":{"Name":"Hi-Tech Electronics and Semiconductor"},"hi_tech_electronics_and_semiconductor.smart_connected_products":{"Name":"Smart Connected Products","Description":"Solutions to help the Head of Products  reduce time-to-market, optimize cost vs customer experience that scales with demand, manage security and privacy risks, and bring new smart products & services to market at a fraction of the cost."},"hi_tech_electronics_and_semiconductor.smart_connected_products.ai_training_for_smart_products":{"Name":"AI Training for Smart Products","Description":"Hi-Tech companies that create artificial intelligence and machine learning (AI/ML)-powered smart products are seeking tools for easier development. Tasks such as data collection and continuous product feature enhancements are important for these companies, but they introduce challenges like maintaining data security and integrity from various sources and scaling compute and storage resources. AI Training for Smart Products solutions on AWS provide companies with a secure and flexible multi-tenant training environment on AWS to support development and training for their smart products."},"storage":{"Name":"Storage"},"storage.specialized_applications_and_advanced_processing":{"Name":"Specialized Applications and Advanced Processing","Description":"High Performance Computing and advanced storage for enterprise applications."},"storage.specialized_applications_and_advanced_processing.ai_ml_storage":{"Name":"AI/ML Storage","Description":"Handling large volumes of data for AI and ML workloads can be challenging with traditional storage systems, affecting processing speed and model accuracy. AI/ML Storage solutions on AWS provide scalable and high-speed storage tailored to these demanding workloads. These solutions enhance data processing, improve model training times, and support more accurate results, empowering businesses to derive deeper insights from their AI/ML initiatives."},"resilience":{"Name":"Resilience"},"resilience.observability":{"Name":"Observability","Description":""},"resilience.observability.alert_management":{"Name":"Alert Management","Description":"Alert Management enables you to focus on the critical incidents that impact uptime and availability by reducing alerts to the most relevant anomalies. Predictability in anomaly detection leverages machine learning to find outliers and prevent harm to your system before an incident occurs. Use these resilience solutions to enhance your alert management capabilities."},"capital_markets":{"Name":"Capital Markets"},"capital_markets.financial_data_risk_and_research":{"Name":"Financial Data, Risk, and Research","Description":"Solutions to help heads of Market data simplify connectivity and accelerate the journey from data receipt to derived insight."},"capital_markets.financial_data_risk_and_research.alternative_data":{"Name":"Alternative Data","Description":"Financial services institutions are leveraging alternative data in their investment processes and business strategies. Alternative data solutions on AWS provide institutions with data sources including ESG data, consumer spending data, satellite imagery, social media data, and more that financial institutions can use to develop new investment opportunities."},"justice_and_public_safety":{"Name":"Justice and Public Safety"},"justice_and_public_safety.corrections":{"Name":"Corrections","Description":"Corrections solutions include the management of people and facilities associated with corrections and rehabilitation. It is not just about inmate incarceration, but also about safety, communication, education, healthcare, and connection for incarcerated individuals to improve rehabilitation and decrease recidivism."},"justice_and_public_safety.corrections.alternatives_to_incarceration":{"Name":"Alternatives to Incarceration","Description":"In the past, there were few alternatives to sending someone into the correctional system for minor or non-violent infractions. But due to improvements in remote communications and data sharing through Alternatives to Incarceration solutions on AWS, there are now more choices. These solutions help to give offenders the ability to avoid incarceration while providing the justice system with appropriate oversight, helping create better opportunities for those with the infraction and reducing cost for the justice system."},"advertising_and_marketing.ad_intelligence_and_measurement":{"Name":"Ad Intelligence and Measurement","Description":"Solutions to enable the VP Media for Brand to reduce time setting up analytics infrastructure, analyze distributed data in privacy-safe workspaces, and enrich audience data."},"advertising_and_marketing.ad_intelligence_and_measurement.amazon_ads_insights":{"Name":"Amazon Ads Insights","Description":"Advertisers and agencies want to use AWS to improve performance and understanding of their campaigns running on Amazon Ads. Amazon Ads Insights solutions make it simple for analysts and business users to visualize Amazon Ads campaign reports and audience insights within their own applications and AWS environments, and reduce implementation time when configuring AWS services to query Amazon Ads APIs. Advertisers and agencies can use these solutions to analyze data sets on advertising channels such as video, audio, display, and sponsored ads to gain a holistic and in-depth understanding of the customer journey."},"primary_and_secondary_education_k_12":{"Name":"Primary and Secondary Education (K-12)"},"primary_and_secondary_education_k_12.information_systems":{"Name":"Information Systems","Description":"Solutions to help the Accountability or Program Evaluation Director in using data to gain insights into student academic progress, in using data at the leadership level to quickly answer questions around programs and funding, and in making data accessible to all constituencies including educators, students, and parents."},"primary_and_secondary_education_k_12.information_systems.analytics":{"Name":"Analytics","Description":"Data is a powerful tool for unlocking insights about academic progress. With the right tools, schools and local education agencies could share data-backed requests for programs and funding and make this data accessible to stakeholders such as educators, students, and parents. Analytics solutions on AWS simplify how decision makers and stakeholders consume knowledge from increasingly siloed institutional data. These solutions harness artificial intelligence and machine learning (AI/ML) to process and analyze data, increasing visibility while also maintaining governance and security."},"enterprise_resource_planning":{"Name":"Enterprise Resource Planning"},"enterprise_resource_planning.business_insights":{"Name":"Business Insights","Description":"Solution to help the Chief Data Officer integrate ERP data with unstructured data, get insight out of the combined data, and establish data compliance and retention standards ."},"enterprise_resource_planning.business_insights.analytics_and_insights":{"Name":"Analytics and Insights","Description":"SAP customers need business insights in real-time to react to business changes and leverage untapped business opportunities. They also need modern, cloud native solutions to shift from overnight data processing to real-time analytics. This solution provides a pathway for customers to build analytics solutions with SAP Data and Business Logic Extraction using a combination of Amazon Simple Storage Service (Amazon S3), Amazon Redshift, and Amazon QuickSight."},"banking":{"Name":"Banking"},"banking.fraud_and_financial_crimes_prevention":{"Name":"Fraud and Financial Crimes Prevention","Description":"Solutions to help Chief Compliance officer comply with AML regulations by improving precision and accuracy in identity verification, monitor suspicious transactions and detect fraud."},"banking.fraud_and_financial_crimes_prevention.anti_money_laundering_and_know_your_customer":{"Name":"Anti-Money Laundering and Know Your Customer","Description":"Criminals continue to evolve in using modern technology to conduct fraudulent transactions. But legacy technology, monolithic applications, and outdated systems for fraud detection and transaction monitoring impede the ability of banks to comply with regulations and combat fraud. Plus, global regulations are increasing the pressure on banks to improve compliance with anti-money laundering (AML). To address the need to analyze large volumes of data in near real-time, banks today can use cloud-based accelerators and integrated partner solutions to improve fraud detection and ultimately achieve AML compliance."},"new_to_aws":{"Name":"New to AWS"},"new_to_aws.develop_and_deploy_cloud_applications":{"Name":"Develop and Deploy Cloud Applications","Description":"This solution area has solutions to help new customers to AWS develop and deploy new applications."},"new_to_aws.develop_and_deploy_cloud_applications.application_performance_monitoring":{"Name":"Application Performance Monitoring","Description":"When your applications experience downtime, it can cause severe impact to your business and customers. Application Performance Monitoring solutions on AWS use advanced analytics and machine learning to provide insight into the health and performance of your applications. These solutions help deliver high-quality insights while also supporting your modern, distributed architectures, so you can quickly respond to performance issues and optimize costs."},"capabilities":{"Name":"Capabilities"},"capabilities.security":{"Name":"Security","Description":"Solutions to enable a Security Architect to design and implement security tools, controls, and processes to protect their resources and data from internal or external vulnerabilities and threats."},"capabilities.security.application_security":{"Name":"Application Security","Description":"Protecting application software and detecting irregular behavior in your applications are critical in a secure cloud environment. Use the Application Security capability to enforce a fine-grained security policy across your workloads to secure and protect your applications."},"new_to_aws.develop_and_deploy_cloud_applications.application_testing":{"Name":"Application Testing","Description":"It can be challenging for application developers to know issues that impact quality or bottlenecks in their applications that prevent them from scaling. Application Testing solutions on AWS automate software applications testing and help you identify issues at scale and at load. Better architect your applications to provide your customers a better user experience and identify potential issues before their release."},"media_and_entertainment.media_supply_chain_and_archive":{"Name":"Media Supply Chain and Archive","Description":"The set of media functions that accelerates, scales, and streamlines the process of ingesting, orchestrating, metadata indexing, transforming, processing, localizing, packaging, delivering, and archiving audio and video content. The focus in enabling end-to-end cloud-based workflows for content packaged for broadcast television (live, scripted, and non-scripted), direct-to-consumer streaming (AVoD, SVoD), movies/theatrical release, audio broadcast and streaming (radio, music, podcasts), as well as publishing (websites, blogs, periodicals)."},"media_and_entertainment.media_supply_chain_and_archive.archive_migration":{"Name":"Archive Migration","Description":"Legacy content archives are typically stored on linear-tape-open (LTO), digital video, audio tapes, or on-premises hard drives, which are cold storage options with long retrieval times. Archive Migration solutions on AWS accelerate the migration of on-premises archives by reducing migration friction with digitization, partner tape extract services, content management and licensing, and project management. Moving your archives to the cloud and indexing the content with artificial intelligence (AI) and machine learning (ML) enables you to better manage and monetize legacy content."},"consumer_packaged_goods.manufacturing_and_product_development":{"Name":"Manufacturing and Product Development","Description":"Solutions to help the VP of Research & Development accelerate time to market by modernizing R&D infrastructure, increasing virtual testing, and reducing development cycles."},"consumer_packaged_goods.manufacturing_and_product_development.asset_maintenance_and_reliability":{"Name":"Asset Maintenance and Reliability","Description":"Manufacturing and process engineers need simplified access to data in order to analyze and reduce machine downtime. With Asset Maintenance & Reliability solutions on AWS, teams can capture, analyze, and visualize the disparate plant data needed to detect production problems before they occur. These solutions can help engineers optimize the manufacturing process, improve yield, and drive down the costs of goods sold."},"agriculture":{"Name":"Agriculture"},"agriculture.grain_produce_and_protein_processing":{"Name":"Grain, Produce and Protein Processing","Description":"Solutions to enable the Head of Manufacturing to streamline their processing operations, ensuring food safety, quality control, and optimal resource utilization leading to increased productivity, reduced waste and improved traceability."},"agriculture.grain_produce_and_protein_processing.asset_maintenance_and_reliability_1":{"Name":"Asset Maintenance and Reliability","Description":"Agri-food manufacturers are searching for ways to improve the availability and efficiency of their machines. Using Asset Maintenance & Reliability solutions on AWS, manufacturers can analyze a range of insights using data pulled from systems across their business. With these solutions in place, these companies can improve machine availability by automating key workflows for asset management, such as placing maintenance work orders or procuring replacement parts."},"aerospace_and_satellite":{"Name":"Aerospace and Satellite"},"aerospace_and_satellite.manufacturing_1":{"Name":"Manufacturing","Description":""},"aerospace_and_satellite.manufacturing_1.asset_maintenance_and_reliability_2":{"Name":"Asset Maintenance and Reliability","Description":"Aerospace companies are facing unprecedented demand as production rates from aircraft original equipment manufacturers (OEMs) accelerate. At the same time, defense platforms are moving into full-rate production, and the space ecosystem is growing rapidly. This means aerospace manufacturers can’t afford downtime due to unplanned failures or ineffective maintenance strategies. Asset Maintenance & Reliability solutions on AWS can help companies overcome common barriers such as equipment outages and worker safety by providing early and accurate warnings on impending failures by deploying artificial intelligence and machine learning (AI/ML). These solutions help to extend the useful life of assets, reduce emissions, and prevent asset, system, and process failures."},"internet_of_things_iot":{"Name":"Internet of Things (IoT)"},"internet_of_things_iot.smart_consumer_commercial_products":{"Name":"Smart Consumer & Commercial Products","Description":"IoT use case for the VP of Product Development that connect help them connect everyday consumer and commercial products to deliver enhanced user experiences, automation, and intelligent management of devices across home, office, and enterprise environments."},"internet_of_things_iot.smart_consumer_commercial_products.asset_management":{"Name":"Asset Management","Description":"Managing physical assets through manual systems can be inefficient and often prone to errors. Companies can now use IoT devices to capture asset data and enrich this data with artificial intelligence, location information, and automation. Asset Management solutions enable companies to manage, monitor, and track industrial and enterprise IoT-enabled assets, generate insights, and improve their operational efficiencies by providing timely alerts and notifications to the maintenance crew."},"supply_chain.visibility_and_control":{"Name":"Visibility and Control","Description":"Solutions to enable CSCO leverage cloud-based interconnected enterprise data to develop real time multi-party visibility across the supply chain network."},"supply_chain.visibility_and_control.asset_tracking_and_network_optimization":{"Name":"Asset Tracking and Network Optimization","Description":"Optimizing the use of assets or cargo in a supply chain is dependent on the ability to track them. Advances in cloud-based environments, the Internet of Things (IoT), and artificial intelligence and machine learning (AI/ML) are making it easier to track assets throughout the value chain. Asset Tracking & Network Optimization solutions on AWS are harnessing those advancements. These solutions improve efficiency of transportation operations, optimize asset utilization, and prescribe recommendations to improve the overall network, allowing supply chain operators to proactively react in real-time."},"advertising_and_marketing.ad_intelligence_and_measurement.audience_segmentation_and_targeting":{"Name":"Audience Segmentation and Targeting","Description":"Advertising and marketing data scientists need to understand customer behavior, predict purchase intent, and model audience segments to drive personalized experiences across channels. With Audience Segmentation and Targeting solutions, you can apply cloud-based analytics and machine learning to reduce time spent on data engineering and pre-processing, and improve model accuracy and price-performance for scaled data volumes."},"spatial_computing.immersive_computing_ar_vr.augmented_training_and_assist":{"Name":"Augmented Training and Assist","Description":"Once hired, personnel must quickly onboard to address critical tasks of varying complexity. Augmented Training and Assist solutions on AWS help businesses build interactive augmented reality (AR) and virtual reality (VR) simulations that mimic real-world situations, decreasing onboarding time and increasing training engagement. These solutions reduce injury risk, improve decision-making skills, and extend into real-life tasks. By providing virtual guardrails, personnel can achieve results faster and with more precision, enhancing overall workforce performance and safety."},"new_to_aws.develop_and_deploy_cloud_applications.automated_code_release_pipeline":{"Name":"Automated Code Release Pipeline","Description":"Traditional code release management can be manual, error-prone, and time consuming. Automate your code release management with Automated Code Release Pipeline solutions on AWS for continuous integration and continuous delivery (CI/CD). Leverage these solutions to create and manage the workflow made of up of the different stages of your release process such as build, test, and deploy. CI/CD is a great place to start on AWS and introduces agile best practices to help you reduce risk, innovate faster and collaborate efficiently by automating application development and delivery."},"retail.advanced_data_insights":{"Name":"Advanced Data Insights","Description":"Solutions to help the SVP of Analytics to gain better customer and operational  insights by consolidating data silos and using ML to enable functions like demand forecasting, price optimization, and dynamic pricing."},"retail.advanced_data_insights.automated_language_translation":{"Name":"Automated Language Translation","Description":"Fast and scalable content localization for accurately translating and adapting seller content for multicultural customers.  With Amazon Translate, we enable eCommerce / marketplace retailers to translate millions of product titles, descriptions, and interactions efficiently and accurately between customers and sellers."},"telecommunications":{"Name":"Telecommunications"},"telecommunications.customer_experience_reimagined":{"Name":"Customer Experience Reimagined","Description":""},"telecommunications.customer_experience_reimagined.b2b_omnichannel_contact_center_as_a_service_ccaas":{"Name":"B2B Omnichannel Contact Center as a Service (CCaaS)","Description":"Telecom operators are seeking to resell omnichannel contact center solutions that use Amazon Connect to their enterprise customers. This solution, known as contact center as a service (CCaaS), opens AWS Marketplace as a resale channel and accelerates and simplifies the go-to-market process."},"charities_and_membership":{"Name":"Charities and Membership"},"charities_and_membership.it_optimization":{"Name":"IT Optimization","Description":""},"charities_and_membership.it_optimization.backup_and_disaster_recovery":{"Name":"Backup and Disaster Recovery","Description":"When disasters arise, it's essential for nonprofit organizations to keep their operations—from fundraising to mission delivery to employee and volunteer systems—up and running with a strong business continuity solution. Using Backup & Disaster Recovery solutions on AWS, nonprofit organizations can prepare for virtually any contingency by ensuring an efficient, uninterrupted flow of data. These solutions empower nonprofits to build scalable, durable, and secure data-protection systems that will help them stay compliant and ready to make a difference."},"credit_unions":{"Name":"Credit Unions"},"credit_unions.core_banking":{"Name":"Core Banking","Description":"Solutions to help Chief Executive/Digital Officer to modernize legacy core infrastructure to be more agile and innovate in offering new products to members."},"credit_unions.core_banking.backup_and_disaster_recovery_1":{"Name":"Backup and Disaster Recovery","Description":"When disasters rise, it's essential for credit unions to keep their operations up and running with a strong business continuity solution. Using Backup & Disaster Recovery solutions, credit unions can prepare for virtually any contingency by ensuring an efficient, uninterrupted flow of data. These solutions not only provide credit unions with a robust business continuity plan for core banking systems, but for all of their business-critical systems."},"resilience.disaster_recovery":{"Name":"Disaster Recovery","Description":"A disaster is an event that causes a serious negative impact on your business. Disaster recovery is the process of preparing for and recovering from such events.  This response must be based on your organization's business objectives which specify your workload's strategy for avoiding loss of data, known as the Recovery Point Objective (RPO), and reducing downtime where your workload is not available for use, known as the Recovery Time Objective (RTO). Disaster Recovery solutions provide organizations proven ways to maintain business continuity in the face of uncertainty."},"resilience.disaster_recovery.backup_and_restore":{"Name":"Backup and Restore","Description":"The exponential growth of data worldwide makes managing backups more difficult than ever before. While the cloud offers great scalability, building cloud-enabled backup solutions requires careful consideration of existing IT investments, recovery objectives, and resources. Use these resilience solutions to make backing up and restoring your data easier after a failure."},"new_to_aws.optimize_it_operations":{"Name":"Optimize IT Operations","Description":"This solution area has a set of solutions that helps the CIO Optimize IT Operations"},"new_to_aws.optimize_it_operations.backup_and_restore_1":{"Name":"Backup and Restore","Description":"Data loss due to human error or on-premises system failures can cause significant negative impacts to businesses. However, traditional backup and restore solutions can be inefficient and ineffective in supporting on-premises and Cloud workloads comprehensively. Backup & Restore solutions on AWS can make data backup and restore easier, faster, and more operationally efficient. You can protect your data from data loss events such as application errors, disasters, on-premises system failures, or accidental deletion. You can back up data from on-premises infrastructure in addition to any new workloads you plan to deploy on AWS."},"storage.data_protection_security":{"Name":"Data Protection & Security","Description":"Data integrity and comprehensive backup and recovery strategies"},"storage.data_protection_security.backup_and_restore_2":{"Name":"Backup and Restore","Description":""},"automations":{"Name":"Automations"},"automations.low_code_no_code":{"Name":"Low Code No Code","Description":""},"automations.low_code_no_code.banking_app_development_automations":{"Name":"Banking App Development Automations","Description":"Banks and financial institutions know that customers enjoy utilizing modern apps to enhance and support their banking experience. Banking App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. With these solutions, banking institutions can provide users with an enriched customer experience and drive increased customer satisfaction."},"resilience.high_availability_continuity_of_operations":{"Name":"High Availability & Continuity of Operations","Description":""},"resilience.high_availability_continuity_of_operations.batch_workloads":{"Name":"Batch Workloads","Description":"When an impairment to a batch workload occurs, customers must failover the workload to continue meeting resilience requirements and operational quotas. However, customers must understand the state of the batch flow before failover to avoid restarting the entire process. Batch Workload solutions on AWS provide the tools and best practices to help customers failover their batch workloads from a point in time, so they can meet recovery time objective (RTO) and recovery point objective (RPO) requirements despite potential impairments."},"sustainability":{"Name":"Sustainability"},"sustainability.energy_transition":{"Name":"Energy Transition","Description":"Energy transition refers to the shift from fossil-based systems of energy production & consumption (e.g. oil, natural gas and coal) to renewable energy sources (e.g. wind, solar, lithium-ion batteries, etc.) in an effort to reduce greenhouse gas emissions. Key drivers of energy transition are 1/ decarbonizing electricity- use of low-carbon/net zero energy sources to produce electricity; 2/ electrification- replacing technologies or processes that use fossil fuels, like internal combustion engines and gas boilers, with electrically-powered equivalents, such as electric vehicles or heat pumps; 3/ accelerated adoption of energy efficiency measures"},"sustainability.energy_transition.battery_performance_management":{"Name":"Battery Performance Management","Description":"Monitoring the health and performance of batteries, such as electric vehicle batteries, requires appropriate monitoring and analytics. This can be achieved through a battery digital twin, a virtual representation that mirrors the physical characteristics, behavior, and performance of a battery while the battery is in use. Battery Performance Management solutions on AWS provide insights into battery performance through digital twin, machine learning, and analytics services to monitor battery condition, extend EV lifespan, and predict issues like lithium plating or thermal runaway."},"games_1":{"Name":"Games"},"games_1.cloud_game_development":{"Name":"Cloud Game Development","Description":"Solutions to enable the Chief Technology Officer to create flexible, remote studios and deploy GPU-powered workstations allowing artists and designers to work on multiple large files in the cloud."},"games_1.cloud_game_development.build_and_render_pipelines":{"Name":"Build and Render Pipelines","Description":"Game development teams need highly scalable and highly available pipelines to meet their growing production demands. With Build and Render Pipeline solutions on AWS, development teams can build, test, and publish game versions that leverage managed elastic resources to scale on-demand as builds are initiated. By implementing these solutions, organizations can reduce time spent on game build processes."},"engineering_construction_and_real_estate.design_and_engineering.building_information_modeling":{"Name":"Building Information Modeling","Description":"To successfully deliver on construction projects, companies need better visualization and coordination of building systems in addition to improved analysis and simulation of building performance. Building Information Modeling solutions on AWS provides a common platform for collaboration and communication, leading to more efficient building design, construction, and operations. With better collaboration among stakeholders (such as architects, contractors, and facility managers), you can improve cost estimation, schedule management, and quality control, while also supporting asset management and facility maintenance."},"databases":{"Name":"Databases"},"databases.migration_and_modernization":{"Name":"Migration and Modernization","Description":"Solutions to enable the Chief Technology Officer to stay competitive, improve performance, and unlock new capabilities by transitioning from legacy database systems to modern, cloud-based solutions."},"databases.migration_and_modernization.building_modern_applications":{"Name":"Building Modern Applications","Description":"Aligning application code with database code is critical when building data-driven applications. Use a synchronized, version-based approach to keep both application and database code aligned during development. Enable your team to apply the industry best practices of continuous integration and continuous delivery (CI/CD) to your databases the same way they apply them to your applications to ensure your applications and data deliver the optimum experience."},"retail.advanced_data_insights.business_intelligence_and_analytics":{"Name":"Business Intelligence and Analytics","Description":"Retail organizations need to make sense of terabytes of data to understand their shopper behavior, store environment, and supply chain operations. Business Intelligence and Analytics solutions on AWS enable retailers to build a next-generation intelligence and insight engine using machine learning to help differentiate their brand, influence customer actions, and increase revenue."},"small_and_medium_business.it_and_digital_transformation":{"Name":"IT and Digital Transformation","Description":"Solutions that are essential and empower IT growth and modernization"},"small_and_medium_business.it_and_digital_transformation.business_process_automation":{"Name":"Business Process Automation","Description":"Boost productivity and reduce operating costs through automation of manual, repetitive tasks. As your business expands, it's crucial to streamline time-consuming processes like document processing, localization, and regional compliance to keep up with the growth. Business Process Automation solutions on AWS enable you to efficiently identify anomalies, address challenges, and pinpoint root causes on a large scale."},"automations.process_intelligence":{"Name":"Process Intelligence","Description":"Solutions enabling the Head of Automations to deepen understanding of business processes, identify opportunities for optimization, and drive process improvement—including on premise & on cloud process assessment on AWS."},"automations.process_intelligence.business_process_discovery_mining_and_analysis_automations":{"Name":"Business Process Discovery, Mining and Analysis Automations","Description":"Business operations leaders know it is essential to simplify and reduce the time, expense, and errors involved with evaluating their organizational internal processes. Business Process Discovery, Mining, and Analysis Automations on AWS can help reduce business process operational costs and data throughput time by automatically identifying deviations and bottlenecks in a system. With these solutions, organizations can create more efficient data paths across multichannel customer interactions by automating process analyses from event logs and ultimately reducing the time it takes for process discovery."},"customer_experience.customer_service_and_contact_center.call_center_analytics":{"Name":"Call Center Analytics","Description":"Once your contact center is launched, it is essential to optimize and innovate your customer's experience to retain their trust. The Analytics & Insights solutions on AWS turn your data into action to help you strengthen your customer relationships. With near real-time and historical analytics, these solutions help you understand metrics and gather insights, so you can make data-driven decisions and reach your business targets. Forecast, plan, and schedule your agents by predicting contact volumes with high accuracy, determine ideal staffing levels, and optimize agent schedules. You can also use these solutions to automatically monitor and classify the general sentiment of calls, trends, and compliance of conversations through conversational analytics, all powered by machine learning."},"retail.intelligent_supply_chain":{"Name":"Intelligent Supply Chain","Description":"Solutions to help the SVP of Supply Chain optimize supply chain and customer return capabilities through  improved demand planning & forecasting, warehouse management, robotics,  logistics, track and trace, and provide supply chain insights."},"retail.intelligent_supply_chain.carbon_accounting":{"Name":"Carbon Accounting","Description":"Consumers are demanding that the places they shop focus on sustainability, fair trade, and social responsibility. As a result, a retailer needs the ability to track their carbon footprint—the total greenhouse gas emissions from the supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"consumer_packaged_goods.supply_chain":{"Name":"Supply Chain","Description":"Solutions to help the VP of Supply Chain strengthen supply chain resiliency and agility through improved forecasting, inventory optimization, and multi-channel distribution."},"consumer_packaged_goods.supply_chain.carbon_accounting_1":{"Name":"Carbon Accounting","Description":"Consumers are demanding a focus on sustainability, fair trade, and social responsibility from the brands they buy, so consumer goods companies need to be able to track their carbon footprint — the total greenhouse gas emissions from their supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"sustainability.esg_reporting_insights":{"Name":"ESG Reporting & Insights","Description":"Detailed accounting of GHG emissions and other environmental impacts, assessment of social impact performance, and assessment of corporate governance for the purpose of disclosures and regular reporting consistent with established Environmental, Social & Governance (ESG) frameworks. Deriving insights from available structured and unstructured ESG data to support decision making (e.g. ESG investing, sustainable procurement)."},"sustainability.esg_reporting_insights.carbon_accounting_2":{"Name":"Carbon Accounting","Description":"Organizations in every industry are working to track greenhouse gas emissions (GHG), demonstrate progress toward their sustainability targets, and achieve regulatory compliance. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"hi_tech_electronics_and_semiconductor.new_product_development":{"Name":"New Product Development","Description":"New Product Development: Hi Tech customers are looking for easier ways to accelerated the development of, and increase revenues from, intelligent connected products. These products offer HiTech customers new revenue streams, enable rapid experimentation, and allow product companies to pivot to more service-oriented and scalable business models.  For example, these product companies are looking to capture value with new business models like product-as-a-service, where the customer benefits from the new service efficiencies to the product-as-a-service model in which the manufacturer retains ownership and takes full responsibility for the costs of product operation and service in return for an ongoing charge. Product-as-a-service also enables companies to appeal to a wider range of consumers, with tailored product experiences and varying average selling prices (ASPs). Customers might pay as they go, rather than up front, and have more choices on levels of product capabilities and corresponding costs. Here, the value of product performance improvements that reduce operating cost (such as better energy efficiency) and service efficiencies are captured by the manufacturer. Such models could be experimented with AWS easily and customers could innovate with new products and business models more efficiently.  Execution approach would involve Partnering with select Platform providers/APNs to enable Intelligent Connected Product Companies to launch new smart connected products faster."},"hi_tech_electronics_and_semiconductor.new_product_development.carbon_accounting_for_electronic_assemblies":{"Name":"Carbon Accounting for Electronic Assemblies","Description":"Companies designing printed circuit boards (PCBs) often struggle with performing carbon accounting during the product design phases. Traditionally, life cycle assessment (LCA) is conducted after the PCB has been manufactured, impacting time to market and product budget. Carbon Accounting for Electronic Assemblies solutions on AWS enable PCB engineering teams to shift the carbon accounting effort earlier, during the design cycle, by mapping PCB design data with known scope 3 sustainability data from validated LCA sources. This leads to the optimization of the carbon footprint before manufacturing commences, helping customers realize significant cost and time savings, meet greenhouse gas (GHG) emissions standards, and deliver environmentally compliant products on the first pass. With these solutions, organizations can streamline tracking, reporting, and optimization of GHG emission data during the product design cycles, aggregate product carbon footprint with corporate reporting requirements, and optimize their climate impact strategies."},"agriculture.sustainability_2":{"Name":"Sustainability","Description":"Solutions to help the CSO track, report, and reduce greenhouse gas emissions from operations and value networks; includes net-zero or deep decarbonization, as well as incremental or moderate emissions reductions."},"agriculture.sustainability_2.carbon_tracking":{"Name":"Carbon Tracking","Description":"Agricultural companies are moving quickly to build products that help producers and processors track and improve their environmental footprints, because sustainability presents an emerging opportunity across the agri-food supply chain. However, many find it challenging to gather and analyze the data required for carbon footprint measurement, company-wide reporting, and decarbonization planning. Carbon Accounting solutions on AWS help sustainability teams track scope 1, 2, and 3 GHG emissions across their operations, portfolios, and value chains. With these solutions, organizations can streamline GHG emission data acquisition, simplify reporting, and derive insights to inform their climate strategies."},"justice_and_public_safety.court":{"Name":"Court","Description":"These solutions enable courts to conduct their daily missions and build resiliency and scalability for the justice system."},"justice_and_public_safety.court.case_management_systems":{"Name":"Case Management Systems","Description":"Courts have traditionally used outdated systems for core case management functions, relying on these systems from initiation to post-deposition. However, these systems are often monolithic, expensive, and require manual data entry, making the data collection process prone to mistakes. With the Case Management Systems on AWS, courts can streamline case processing, enable easier data integration with other systems, and improve the justice process for all parties."},"public_finance":{"Name":"Public Finance"},"public_finance.central_banks_and_financial_regulators":{"Name":"Central Banks and Financial Regulators","Description":"Central Banks (CB) worldwide are investing in digital currencies to support them in the mission of ensuring and protecting financial stability. Also, CBs have been increasingly adopting digital tools and services to interact with customers, a tend accelerated by the adoption of the Digital Assets. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving CBs to implement fraud detection solutions. AWS Cloud offers capabilities to implement Digital Assets solutions which provide a number of benefits for CBs in managing and facilitating the creation and distribution of digital currencies all under the regulatory compliance and supervision requirements."},"public_finance.central_banks_and_financial_regulators.central_bank_digital_currency_cbdc":{"Name":"Central Bank Digital Currency (CBDC)","Description":"Central banks are investigating the potential of central bank digital currencies (CBDC) to support them in protecting financial and monetary stability. Organizations need to understand the different technology requirements of a multi-functional digital currency, while also meeting current monetary requirements and taking advantage of data analytics and machine learning advancements. Central Banks solutions on AWS can help with these efforts by offering CBDC objectives and architectural considerations, technology options, performance criteria, and design implementation best practices and simulations."},"new_to_aws.improve_security_posture":{"Name":"Improve Security Posture","Description":"This solution area contains solutions to help the CISO secure their AWS and on premises environments from cyber threats."},"new_to_aws.improve_security_posture.centralized_security_management":{"Name":"Centralized Security Management","Description":"Keeping your organization secure and compliant can be a challenge, given the hundreds of alerts that security tools produce every day. Gaining an overall view of your security posture requires manual effort to analyze, identify, and aggregate critical security issues. Centralized Security Management solutions on AWS provide a single comprehensive view of your security posture by automatically bringing together security alerts. You can run and fully automate compliance checks based on industry standards and launch workflows to remediate affected accounts."},"capabilities.governance_risk_and_compliance":{"Name":"Governance, Risk and Compliance","Description":"Solutions to enable a Cloud Architect to meet security and compliance requirements and define the overall policies for their cloud environment."},"capabilities.governance_risk_and_compliance.change_management":{"Name":"Change Management","Description":"Although change is inevitable, risk to your infrastructure during alterations should not be. Track changes in your cloud environment in a predictable, organized manner with the Change Management capability. Minimize risk by ensuring that changes occur within a defined scope for your infrastructure and workloads."},"resilience.testing":{"Name":"Testing","Description":"Solutions that enable a Cloud Architect to continuously measure and test their workload performance against their resilience goals."},"resilience.testing.chaos_engineering":{"Name":"Chaos Engineering","Description":"Organizations seeking to build more resilient systems can use chaos engineering, a practice to proactively discover weaknesses through controlled experiments. Chaos Engineering solutions on AWS enable customers to systematically inject failure across software development lifecycle environments to verify system behavior and uncover potential issues before they impact the business. This approach helps organizations build systems that can better withstand turbulent conditions, thus reducing costly outages over time, improving mean time to recovery, and improving service reliability."},"retail.customer_engagement_and_marketing_1":{"Name":"Customer Engagement and Marketing","Description":"Solutions to help the CMO consolidate customer data to generate unique personalized experiences and effective offers that increase attract and retain customers."},"retail.customer_engagement_and_marketing_1.chatbots_virtual_assistants":{"Name":"Chatbots & Virtual Assistants","Description":"Online shoppers often lack the same access to expert product opinions as they would have while shopping in person, potentially resulting in lost sales for retailers. Chatbots & Virtual Assistants solutions on AWS help retailers create AI-generated chatbots and virtual assistants to provide shoppers with answers and product recommendations. This approach increases sales, reduces product returns, and minimizes labor costs for retailers."},"machine_learning_ai_ml.language_understanding.chatbots_and_virtual_assistants":{"Name":"Chatbots and Virtual Assistants","Description":"Chatbots and virtual assistants offer interactive help that makes it easy to monitor, operate, and troubleshoot within your customer channels. Receive alerts, retrieve diagnostic information, configure resources, initiate workflows, and receive AI-based recommendations. It becomes easier for your team to stay updated, collaborate, and respond quickly to incidents, security alerts, and customers."},"retail.smart_stores.checkout":{"Name":"Checkout","Description":"Retailers today are seeking innovative ways to streamline the checkout experience in their physical stores, making it faster and more frictionless for customers. With Checkout solutions on AWS, retailers can leverage a variety of approaches that make the checkout experience easier and more efficient, helping customers save valuable time. These solutions eliminate the need to wait in long checkout lines, providing a convenient shopping experience."},"sustainability.sustainable_value_chain":{"Name":"Sustainable Value Chain","Description":"Sustainable Value Chain encompasses aspects of 1) Traceability: the ability to follow materials and products as they move along the value chain and establish provenance; 2) Transparency: Improving the flow of primary sustainability data (relevant energy and material inputs, environmental releases, supplier sourcing practices, labor practices, governance, manufacturing processes, and logistics) up and down the value chain; and 3) Circular Economy: Design and manufacture of products based on principles of eliminating waste and pollution, circulating products and materials (at their highest value), and regenerating nature 4) Reach: the ability to influence life-cycle performance up and down the value chain (e.g. Tier-N supplier performance, after-sale consumer behavior). This use case includes multiple-impact category LCAs."},"sustainability.sustainable_value_chain.circular_supply_chain":{"Name":"Circular Supply Chain","Description":"Digital supply chains aim to gather data on individual products and their components and share it across entire value chains. This enables all actors, including consumers, to better understand the materials and products they use and their intrinsic environmental impact. By using Circular Supply Chain solutions on AWS, companies can more easily gather product information about sourcing, sustainable devices, and development to help them design goods that can be recycled or repurposed. By using these solutions to track materials and the associated properties, organizations can accelerate the transition to a circular economy, increase visibility, and promote more sustainable consumer choices."},"retail.customer_engagement_and_marketing_1.clienteling":{"Name":"Clienteling","Description":"Shoppers are looking to retailers to know their needs and provide them with the right products. Clienteling solutions can assist associates in establishing a customer relationship and providing insightful recommendations, leading to greater customer satisfaction and sales."},"healthcare":{"Name":"Healthcare"},"healthcare.clinical_systems":{"Name":"Clinical Systems","Description":""},"healthcare.clinical_systems.clinical_information_systems":{"Name":"Clinical Information Systems","Description":"Reliable clinical systems, like Electronic Health Records (EHR) and Medical Imaging, are the foundations of patient-centric care and arm providers with insights and tools to improve health outcomes. Clinical Information Systems solutions on AWS help clinical teams to aggregate, store, manage, and transmit healthcare data across the entire continuum of care to optimize costs, improve core processes, and empower clinicians with the right data at the right time."},"security_identity_and_compliance.infrastructure_security":{"Name":"Infrastructure Security","Description":"This solution area offers solutions that help customers protect their network from unauthorized access and attacks."},"security_identity_and_compliance.infrastructure_security.cloud_access_security_broker_casb":{"Name":"Cloud Access Security Broker (CASB)","Description":"As organizations adopt cloud services, they face challenges in maintaining visibility, controlling data movement, and ensuring compliance with security policies. Cloud Access Security Broker (CASB) Solutions on AWS provide visibility into cloud service usage, enforce data protection policies, and offer threat prevention capabilities. These solutions help organizations secure cloud service adoption, protect sensitive data, and maintain regulatory compliance while leveraging the benefits of the cloud."},"charities_and_membership.cloud_fundamentals":{"Name":"Cloud Fundamentals","Description":"Solutions to enable the Chief Technical Officer/Chief Information Officer to rapidly innovate with technology while helping reduce the IT management burden to increase their reach and impact."},"charities_and_membership.cloud_fundamentals.cloud_call_center":{"Name":"Cloud Call Center","Description":"Donors, members, clients, and volunteers expect to get fast, accurate information when they contact a nonprofit by phone. Additionally, callers need to be connected to the right person or resource to address their needs. By adopting Cloud Call Center solutions on AWS, nonprofits can connect callers with the right information faster and better serve their needs. Using advanced technologies, like chatbots, nonprofits can also reduce the time that staff and volunteers spend answering calls."},"new_to_aws.optimize_it_operations.cloud_cost_optimization":{"Name":"Cloud Cost Optimization","Description":"Optimizing your cloud usage helps you avoid unnecessary charges and more efficiently provision resources. Without taking the time to optimize resources, you may incur cloud costs that could have been avoided, such as costs for running a compute or database instance at times when the instance is not in use. Cloud Cost Optimization solutions on AWS help you save costs by only running cloud services when they’re in use or by using the most cost-effective options."},"new_to_aws.gain_insights_with_analytics":{"Name":"Gain Insights with Analytics","Description":"This solution area has solutions for use cases related to Analytics, Machine Learning and Databases for new customers to AWS."},"new_to_aws.gain_insights_with_analytics.cloud_data_lakes":{"Name":"Cloud Data Lakes","Description":"Customers who are new to AWS want more value from their data. But they face challenges with their growing data volume and the increasingly diverse types of data that have to be used securely by many in their organization. The traditional on-premises solutions are expensive and do not scale well. Whereas a data lake is a flexible, secure repository that helps customers govern, discover, share, and analyze structured data (such as Excel files or web form results) and unstructured data (like text or video files) at any scale. The Cloud Data Lakes solutions on AWS addresses the inherent challenges to building, securing, and managing data lakes. These solutions help customers build data lakes quickly, simplify security management, and provide self-service access to those who need it."},"new_to_aws.gain_insights_with_analytics.cloud_data_warehousing":{"Name":"Cloud Data Warehousing","Description":"In the past, building and running a data warehouse was complicated and expensive.  If you are new to AWS, you can accelerate your time to insights by using Cloud Data Warehousing solutions to combine data from disparate sources and harness the full power of your data securely at scale to store, query, report, analyze, and visualize business data."},"new_to_aws.establish_foundational_environment":{"Name":"Establish Foundational Environment","Description":"This solution area contains solutions to help new customers to AWS setup a foundational cloud environment"},"new_to_aws.establish_foundational_environment.cloud_environment_setup":{"Name":"Cloud Environment Setup","Description":"The first step to getting started on AWS is establishing a cloud foundation to deploy your workloads. But doing so requires making a number of decisions across multiple areas. The Cloud Environment Setup solutions on AWS provide you with a guided path to quickly get your cloud environment up and running, while minimizing the number of decisions you need to make. These solutions walk you through the steps to build a cloud environment on AWS that is secure, resilient, scalable, and automated across multiple accounts, helping you quickly and securely deploy workloads across a centrally governed environment."},"capabilities.finance":{"Name":"Finance","Description":""},"capabilities.finance.cloud_financial_management":{"Name":"Cloud Financial Management","Description":"Establishing visibility and usage analysis through spend dashboards, spend limits, chargebacks, anomaly detection and response, allows customers to identify opportunities to optimize expenses for cloud services. Customers can allocate current costs, plan and forecast future spend with the Cloud Financial Management capability. This enables customers to track, notify, and apply cost optimization techniques across their environment."},"security_identity_and_compliance.identity_and_access_management":{"Name":"Identity and Access Management","Description":"Solutions to enable a Security Lead to implement, govern, and audit access and continually refine toward least privilege."},"security_identity_and_compliance.identity_and_access_management.cloud_infrastructure_entitlements_management_ciem":{"Name":"Cloud Infrastructure Entitlements Management (CIEM)","Description":"As organizations migrate to the cloud, managing access permissions and entitlements across cloud environments is important. Cloud Infrastructure Entitlements Management (CIEM) Solutions on AWS provide visibility into who can access what resources, detect anomalous behaviors, and automate the remediation of excessive permissions, helping organizations enforce least-privilege policies and enhance security posture."},"aerospace_and_satellite.manufacturing_1.cloud_manufacturing_execution_system_mes":{"Name":"Cloud Manufacturing Execution System (MES)","Description":"With a growing emphasis on agility and cost optimization, aerospace manufacturers need a manageable, scalable solution to digitize shop floor operations. Manufacturers can improve efficiency, productivity, and enable transparency across supply chains with the Cloud Manufacturing Execution System (MES) solutions on AWS. These are flexible, easy to configure cloud-based solutions to suit a variety of manufacturing needs, delivering near real-time visibility and actionable insights."},"small_and_medium_business.it_and_digital_transformation.cloud_migration":{"Name":"Cloud Migration","Description":"Small businesses that wish to migrate applications to the cloud need processes and tools that are simple to deploy. Businesses extract value from AWS and partner solutions that build the business case, lay out a migration road map, reduce application cutover time, and accelerate and bundle the migration of hundreds of instances and applications."},"migration_and_modernization":{"Name":"Migration and Modernization"},"migration_and_modernization.migration_planning":{"Name":"Migration Planning","Description":"Solutions to help the CIO determine how to approach migration"},"migration_and_modernization.migration_planning.cloud_migration_planning":{"Name":"Cloud Migration Planning","Description":"When migrating workloads to the cloud, companies must contend with data and interdependencies from interconnected systems, such as data centers, servers, and devices. They need a cloud migration strategy to group and manage these systems without losing or duplicating data. Cloud Migration Planning solutions on AWS centrally collect and manage server and application inventory data. This helps companies maintain control of the migration progress for their IT portfolio, so they can better assess, plan, and track migrations to the cloud."},"small_and_medium_business.it_and_digital_transformation.cloud_operations_governance_and_best_practices":{"Name":"Cloud Operations, Governance and Best Practices","Description":"Small businesses are seeking to prepare their cloud environments for production workloads while reducing potential risks.  Solutions from AWS and our partners help companies follow best practices, lower administration burden, and adhere to compliance and regulation requirements."},"security_identity_and_compliance.governance_risk_compliance":{"Name":"Governance, Risk, & Compliance","Description":"Solutions to enable a Security Lead to automate processes, continuously oversee the compliance posture, and automatically collect evidence to improve their audit readiness and ongoing *near* real time internal reporting and monitoring."},"security_identity_and_compliance.governance_risk_compliance.cloud_security_posture_management":{"Name":"Cloud Security Posture Management","Description":"Cloud Security Posture Management (CSPM) provides continuous monitoring and assessment of cloud security risks and compliance. This includes automated discovery of cloud resources, security configuration analysis, and compliance monitoring against industry standards. CSPM helps organizations maintain secure configurations and meet regulatory requirements across their cloud infrastructure."},"media_and_entertainment.content_production":{"Name":"Content Production","Description":""},"media_and_entertainment.content_production.cloud_studio_remote_access_and_storage":{"Name":"Cloud Studio, Remote Access and Storage","Description":"Managing enterprise virtual desktop environments, assigning users to workstations, accessing workstations through high-performance pixel streaming, and scaling storage needs for specific workloads pose challenges for studios, content creators, and creative service providers. Cloud Studio, Remote Access and Storage solutions on AWS enable customers to build and manage studio environments in the cloud, providing scalability and remote access capabilities. These solutions offer enhanced productivity and cost-efficiency for creative professionals and service providers."},"security_identity_and_compliance.governance_risk_compliance.cloud_workload_protection_platform_cwpp":{"Name":"Cloud Workload Protection Platform (CWPP)","Description":"Organizations want to secure cloud workloads across multiple environments while maintaining compliance. Cloud Workload Protection Platform (CWPP) Solutions on AWS provide comprehensive security for virtual machines, containers, and serverless functions, including vulnerability management, runtime protection, and compliance monitoring. This helps organizations protect workloads and meet security and compliance requirements across cloud environments."},"insurance.core_insurance_systems.cloud_based_core_systems":{"Name":"Cloud-Based Core Systems","Description":"Insurance companies are seeking to reduce their reliance on fragile, inefficient legacy skillsets and outdated infrastructure. Using Core Modernization solutions on AWS, insurers combine modern infrastructure, architecture, and organizational patterns in the cloud. As a result, insurance companies work toward operational excellence by maximizing resiliency, engineering efficiency, and business agility."},"research_1":{"Name":"Research"},"research_1.fair_equitable_and_open_data":{"Name":"Fair, Equitable and Open Data","Description":"Solutions to enable the Chief Strategy Officer to aggregate data from various sources to create a cohesive view and also optimize and augment data for the cloud, so that researchers can spend more time analyzing data, and less time acquiring it."},"research_1.fair_equitable_and_open_data.cloud_optimized_datasets":{"Name":"Cloud-Optimized Datasets","Description":"Data acquisition for nonprofit research studies can take months or even years. Often, the data a researcher seeks already exists. By hosting datasets on the cloud, researchers can share and gain access to data from other researchers in similar fields. Cloud-Optimized Datasets solutions on AWS help researchers at nonprofit organizations spend more time on meaningful data analysis rather than data acquisition. With these solutions, researchers can find and augment existing data, freeing up their time to focus on outcomes."},"research":{"Name":"Research"},"research.open_and_fair_data":{"Name":"Open and FAIR Data","Description":"Solutions which enable Researchers to draw on public and other accessible datasets from across the world in order to support their ongoing research projects. Data and correlation are a key facet of understanding and proving reliable outcomes."},"research.open_and_fair_data.cloud_optimized_research_datasets":{"Name":"Cloud-Optimized Research Datasets","Description":"Research studies often involve data acquisition that can span several months or even years. However, the required data is often already available. By hosting datasets on the cloud, researchers can access and share data with others in their respective fields. Cloud-Optimized Research Datasets solutions on AWS offer researchers more time to focus on meaningful data analysis rather than data acquisition. With these solutions, researchers can easily find and augment existing data, freeing up their time to concentrate on achieving outcomes."},"automations.continuous_planning":{"Name":"Continuous Planning","Description":""},"automations.continuous_planning.commercial_revenue_planning_automations":{"Name":"Commercial Revenue Planning Automations","Description":"Business leaders know that price, promotion, product-mix, channel, and consumer demand remain the top drivers of revenue. Commercial Revenue Planning Automations on AWS can help improve staff productivity by reducing the time required for what-if planning and driving cost savings by helping to reduce promotions costs. Using these solutions, businesses can support their revenue growth by optimizing commercial investment allocations, increasing trade promotion effectiveness, and improving forecast accuracy."},"engineering_construction_and_real_estate.design_and_engineering.common_data_environment":{"Name":"Common Data Environment","Description":"Construction and engineering teams are often limited by inefficient productivity infrastructure and find themselves reworking projects due to poor data and miscommunication. Common Data Environment solutions on AWS help teams improve collaboration, resource utilization, and productivity by consolidating project data into a resilient, scalable, and cost-optimized environment. With these solutions, construction and engineering organizations can reduce rework, improve coordination between team members, and gather better project planning and optimization insights."},"capital_markets.trade_lifecycle":{"Name":"Trade Lifecycle","Description":"Solutions to leverage the scalability of the cloud to support pre-trade, at-trade, and post-trade workflows."},"capital_markets.trade_lifecycle.communications_surveillance":{"Name":"Communications Surveillance","Description":"Financial services institutions are confronting many challenges across their communications surveillance programs, from difficulties with capacity allocation to a lack of agility due to legacy infrastructure. Communications Surveillance solutions on AWS help financial services institutions streamline capacity with cloud-based solutions that capture a variety of communication data formats. Archiving, supervision, and e-discovery processes are simplified with machine learning and data analytics, enabling institutions to focus on innovation, growth, and delivering communications compliance."},"games_1.player_acquisition_engagement_and_monetization":{"Name":"Player Acquisition, Engagement, and Monetization","Description":"Solutions to enable the VP of Publishing to optimize player acquisition, retain engaged players, and drive monetization strategies that deepen player relationships."},"games_1.player_acquisition_engagement_and_monetization.community_management_and_growth":{"Name":"Community Management and Growth","Description":"Games today are increasingly becoming online worlds where gamers meet, create, share, and chat with each other. This dynamic experience provides value for players, but also creates opportunity for disruption from negative actors. Community Management and Growth solutions on AWS offers help game developers create safer, more inclusive environments, fostering positive and engaging in-game communities, leading to improved player retention, loyal fan base, and brand reputation."},"research.complex_data_analysis":{"Name":"Complex Data Analysis","Description":"Cluster Technologies with provide the CIO and Researchers options to perform large-scale complex computing in the cloud on a near instant basis."},"research.complex_data_analysis.complex_analytics":{"Name":"Complex Analytics","Description":"Research organizations often face uncertainty when predicting how much data their work will produce. They must also consider what compute resources they will need to run the complex analytics that use that data. Complex Analytics solutions on AWS can help leaders support their evolving compute needs to deliver their mission. These solutions scale with demand, so leaders can provide the right number of resources to researchers as soon as they need them."},"aerospace_and_satellite.engineering_research_and_development":{"Name":"Engineering, Research and Development","Description":"Solutions to enable the VP of R&D to plan and engineer the next-generation of space missions, re-imagine space systems, quickly turn data into actionable information, accelerate innovation, and realize mission success."},"aerospace_and_satellite.engineering_research_and_development.computational_fluid_dynamics_cfd_for_aircraft_design":{"Name":"Computational Fluid Dynamics (CFD) for Aircraft Design","Description":"Aerospace companies want to accelerate their product development lifecycles. Developing aerospace products can take more than a decade, from gathering requirements at the start of the process to producing the aircraft. This process includes understanding performance of aerospace computational fluid dynamics (CFD) within the aircraft. Aerospace Computational Fluid Dynamics solutions on AWS incorporate digital engineering simulations on the cloud, so aerospace companies can see how the aircraft would perform in the real world."},"capital_markets.financial_data_risk_and_research.compute_capacity":{"Name":"Compute Capacity","Description":"Financial services organizations have relied on on-premises high-performance computing solutions for risk management and financial modeling, but new regulations are accelerating the demand for secure, resizable compute capacity in the cloud. Compute Capacity solutions on AWS help organizations meet these requirements while strengthening their modeling systems in the face of market volatility. Using these solutions, organizations can meet changing regulations, like Dodd-Frank, FRTB, and IFRS 17."},"blockchain":{"Name":"Blockchain"},"blockchain.infrastructure_1":{"Name":"Infrastructure","Description":"Provide streamlined solutions for blockchain developers to orchestrate and maintain access to the infrastructure that powers public and private blockchains."},"blockchain.infrastructure_1.compute_storage_and_networking":{"Name":"Compute, Storage and Networking","Description":"It is essential to establish foundational blockchain resources that are accessible and synchronized. Organizations can carry out activities such as logging of transactions in distributed ledger databases with the Compute, Storage & Networking solutions on AWS. These solutions help you manage your infrastructure to support the execution of consensus mechanisms and run smart contract applications."},"justice_and_public_safety.emergency_communications":{"Name":"Emergency Communications","Description":"Solutions that help 9-1-1 Directors. Police Chiefs or Sheriffs route, receive, display, and manage 9-1-1 call information required to elect a public safety response."},"justice_and_public_safety.emergency_communications.computer_aided_dispatch_cad":{"Name":"Computer Aided Dispatch (CAD)","Description":"Public safety agencies traditionally use outdated applications to dispatch and manage records. However, these systems are often monolithic, prone to outages, and require manual inputs that lead to increased administration time and faulty data. Agencies can replace these aging systems through Computer Aided Dispatch (CAD) solutions on AWS, leading to time-saving and more accurate data collection. These solutions can help agencies ensure that the technology they rely on is highly available, so they can do their job as efficiently as possible."},"justice_and_public_safety.law_enforcement":{"Name":"Law Enforcement","Description":"Solutions that help law enforcement agencies respond to emergencies, protect citizens, and solve crimes."},"justice_and_public_safety.law_enforcement.computer_aided_dispatch_cad_1":{"Name":"Computer Aided Dispatch (CAD)","Description":"Computer aided dispatch systems are historically large legacy applications that are overly complex, prone to outages, and do not integrate well with other systems in the public safety ecosystem. Computer Aided Dispatch (CAD) solutions on AWS enable emergency dispatchers and first responders to input and receive information in a modern user interface that is secure and reliable, even during large disasters or emergencies. These solutions enable first responders to receive timely and actionable information to improve emergency response and save lives."},"consumer_packaged_goods.manufacturing_and_product_development.computer_aided_engineering":{"Name":"Computer Aided Engineering","Description":"High performance computing (HPC) allows product developers and engineers at Consumer Packaged Goods (CPG) companies to solve complex problems using model-based design and large-scale, parallel simulations. Using the Computer-Aided Engineering solutions on AWS, companies can create production-ready environments for simulation and analysis workloads. With these solutions, teams cam accelerate time-to-results and time-to-market by running larger numbers of parallel tasks than would be possible in most on-premises environments."},"manufacturing_industrial":{"Name":"Manufacturing & Industrial"},"manufacturing_industrial.engineering_and_development_1":{"Name":"Engineering and Development","Description":"Solutions to help the Head of Engineering accelerate time to market, optimize infrastructure costs, and improve collaboration."},"manufacturing_industrial.engineering_and_development_1.computer_aided_engineering_1":{"Name":"Computer Aided Engineering","Description":"It can be challenging for industrial companies to optimize productivity for a global workforce of engineers using simulation and modeling applications. Computer Aided Engineering solutions on AWS create production-ready environments for design, simulation, and analysis workloads. Using these solutions simplifies management of high performance computing (HPC) infrastructure by providing businesses with a web portal for accessing simulation data and launching and monitoring simulations. They can also help deploy cloud-based workstations for product design processing."},"agriculture.grain_produce_and_protein_processing.computer_aided_engineering_2":{"Name":"Computer Aided Engineering","Description":"Agricultural businesses that rely on simulations and models, such as grain and protein processors, are often seeking digital technologies to optimize engineers' productivity. Computer Aided Engineering solutions on AWS provide a production-ready environment for high- and low-fidelity data simulation and analysis. A high-performance computing (HPC) infrastructure can be simplified and more cost-effective. Additionally, a web portal helps visualize job queuing, launching, run-time monitoring, as well as simulation and analysis information. These solutions offer easy collaboration between a wide range of hardware and software. If necessary, they can also help deploy cloud-based workstations for processing product design data."},"aerospace_and_satellite.engineering_research_and_development.computer_aided_engineering_3":{"Name":"Computer Aided Engineering","Description":"Aerospace companies need digital simulation and modeling capabilities that can scale quickly and securely to meet the extreme compute and storage requirements for computational fluid dynamic (CFD) studies and other design engineering requirements. Computer Aided Engineering solutions on AWS create production-ready environments for design, simulation, and analysis workloads. Using these solutions simplifies the management of a high-performance computing (HPC) infrastructure by providing businesses with scalable mechanisms to launch and monitor simulations, and access simulation data, using either web portal or command-line interfaces. They can also help deploy cloud-based workstations for aircraft and component design processing."},"engineering_and_design":{"Name":"Engineering and Design"},"engineering_and_design.analysis_and_optimization":{"Name":"Analysis and Optimization","Description":"Today, organizations are under pressure to accelerate time to market, cut costs and optimize products to meet increased levels of reliability and performance. Addressing the business challenges, product engineering teams are increasingly adopting the use of digital engineering tools such as modeling and simulations to predict performance prior to physical prototype development. With use of analysis and optimization workloads, engineers can quickly explore the performance of various design alternatives, detect failures early and evaluate critical to quality metrics efficiently."},"engineering_and_design.analysis_and_optimization.computer_aided_engineering_4":{"Name":"Computer Aided Engineering","Description":"As organizations continue to expand the use of computer aided engineering, there is an increasing need to improve modeling and simulation. Organizations must prototype its assets, accelerate time to market, reduce costs, improve quality, and ensure seamless collaboration across all stakeholders. Computer Aided Engineering solutions on AWS provide a production-ready environment for high and low fidelity data simulation and analysis. A high-performance computing (HPC) infrastructure can be simplified and more cost-effective. And a web portal helps to visualize job queuing, launching, and run-time monitoring, as well as simulation and analysis information. The solutions offer easy collaboration between a wide range of hardware and software. If necessary, the solutions can also help deploy cloud-based workstations for processing product design data."},"aerospace_and_satellite.manufacturing_1.computer_vision_for_quality_insights":{"Name":"Computer Vision for Quality Insights","Description":"High production requirements combined with labor shortages and supply chain constraints are placing strong pressure on aerospace manufacturers to minimize or eliminate quality and nonconformance issues in their production processes. Automating quality control processes can improve yield, process efficiencies, and ensure businesses never ship defective products to customers. Computer Vision for Quality Insight solutions on AWS help aerospace manufacturers analyze data from disparate sources, including cameras from multiple vendors, which saves significant time compared to manual inspection. Automated image analysis enables root-cause analytics and the development of countermeasures, helping teams manage the entire process life cycle, and achieve near zero defects at scale."},"blockchain.security_and_governance":{"Name":"Security and Governance","Description":"Provides technical decision makers with the ability to apply best security practices into blockchain workloads through rigorous authentication and cryptographic capabilities."},"blockchain.security_and_governance.confidential_computing":{"Name":"Confidential Computing","Description":"To optimize blockchain tasks, there needs to be a secure and scalable environment in which they operate. With Confidential Computing solutions on AWS, you can provide a secure compute environment for low-level blockchain tasks. These solutions can also be used for scaling blockchain account management without the use of a central key management system. This significantly reduces the risk of breaches and establishes trust in systems focused on digital asset infrastructures, cryptocurrency exchanges, and non-fungible token (NFT) marketplaces."},"aerospace_and_satellite.application_development_1":{"Name":"Application Development","Description":""},"aerospace_and_satellite.application_development_1.connected_aircraft":{"Name":"Connected Aircraft","Description":"Aircraft today generate more data than ever. And when it comes to collecting and connecting that data, it must be in real-time from flight operations to airline maintenance. The Connected Aircraft solutions on AWS help get data on and off the aircraft quickly, accelerating the turnaround time for flight crews. These solutions are purpose-built for the aviation industry to help predict maintenance issues, increase operational efficiencies, and reduce downtime."},"engineering_construction_and_real_estate.construction_supply_chain":{"Name":"Construction & Supply Chain","Description":""},"engineering_construction_and_real_estate.construction_supply_chain.connected_construction":{"Name":"Connected Construction","Description":"Construction businesses want to improve productivity and reduce risk on the construction site. Connected Construction solutions on AWS help teams efficiently perform construction management activities such as pre-qualification, bid management, estimating, project management, design coordination, and contract management by connecting people, processes, and data in a consistent and repeatable way across projects. With these solutions, construction teams have access to the right data at the right time to deliver projects on schedule and on budget."},"telecommunications.customer_experience_reimagined.connected_customer_journey":{"Name":"Connected Customer Journey","Description":"Traditionally, working with customer-context data has been manual, error-prone, and costly. And communication service providers (CSPs) have to navigate an increasing number of interactive channels available to customers. As a result, CSPs face challenges in understanding information bottlenecks, proactively predicting customer-experience scores, and personalizing customer interactions. Connected Customer Journey (CCJ) centralizes and refines customer-context data, creating a single source of truth of customer touch points from siloed, raw, disparate data. As a result, CSPs can automatically understand and extract customer information, creating a closed-loop approach that combines analytics insights from the customer journey and journey discovery to optimize each customer’s experience."},"customer_experience.customer_data_management":{"Name":"Customer Data Management","Description":"The ability to deliver seamless customer experiences hinges on the quality and comprehensiveness of the data being used to inform the experience – data which is often directly associated with the targeted entity such as the customer, client/account, household, etc. Unified Profiles are solutions from AWS and AWS partners that enable enterprises to build resolved, consented and quality profiles using online and offline channels, first-, second- and third-party data and relevant source (marketing, sales, finance, service and field service applications)."},"customer_experience.customer_data_management.connected_experiences":{"Name":"Connected Experiences","Description":"Consumers have come to expect seamless and cohesive interactions with the brands they engage, making it a top priority for enterprises to deliver flawless, interconnected consumer experiences However, data silos caused by legacy systems often result in disjointed experiences across different departments, devices, and applications. Connected Experiences solutions on AWS help enterprises enhance data collection, governance, and unification. By making data more cohesive, enterprises can deliver a better experience at every touchpoint of the consumer’s journey."},"new_to_aws.customer_experience_3":{"Name":"Customer Experience","Description":"This solution area has use cases to help new customers to AWS enhance their customers' experience."},"new_to_aws.customer_experience_3.connected_experiences_1":{"Name":"Connected Experiences","Description":"Consumers have come to expect seamless and cohesive interactions with the brands they engage, making it a top priority for enterprises to deliver flawless, interconnected consumer experiences However, data silos caused by legacy systems often result in disjointed experiences across different departments, devices, and applications. Connected Experiences solutions on AWS help enterprises enhance data collection, governance, and unification. By making data more cohesive, enterprises can deliver a better experience at every touchpoint of the consumer’s journey."},"oil_and_gas":{"Name":"Oil and Gas"},"oil_and_gas.downstream":{"Name":"Downstream","Description":"Downstream Oil & Gas focuses on refining crude oil and processing raw natural gas into high value products for end consumers and industries. Downstream operations are typically characterized as a low-margin business that benefits from low oil prices, as cheaper crude oil reduces the cost of their primary input . The industry segment is subject to market fluctuations and must adapt to changing demand for various petroleum products. AWS can support Downstream companies with real-time equipment and process monitoring, integration of low carbon fuel options, and digital transformation along their decarbonization journey.  Downstream companies must profitably produce cleaner products to meet higher demand amidst changing geopolitical landscapes."},"oil_and_gas.downstream.connected_field_work":{"Name":"Connected Field Work","Description":"For many oil and gas companies, day-to-day workflows for managing critical operational activities are largely manual and handled using paper, spreadsheets, and in-person communication. These legacy methods slow down efficiency, control, and response times in the field, impacting multiple activities, such as quality control, field compliance, and operational expense management. Connected Field Work solutions on AWS provide a scalable, centralized cloud environment that unifies core operational resources into a single digital workflow. With these solutions, oil and gas companies can gain near-real-time visibility into field-critical activities and improve how field personnel track, monitor, and collaborate on operational processes, improving their accuracy, efficiency, and safety. \n\nThe Connected Field Work (CFW) solution is a cloud-native offering that provides a centralized, web and mobile-based platform to unify core, operational resources into a single, digital workflow. As a cloud-based solution, CFW can easily scale across multiple operational workflows to fit business needs. Connected Field Work provides real-time visibility into field-critical activities to improve how personnel track, monitor, and collaborate on operational processes, so job tasks can be completed accurately, efficiently, and safely."},"manufacturing_industrial.smart_products_and_services":{"Name":"Smart Products and Services","Description":"Solutions to enable the VP of Product to build better smart connected products and machines by collecting, storing, analyzing, and acting on product and machine data."},"manufacturing_industrial.smart_products_and_services.connected_products":{"Name":"Connected Products","Description":"Smart and connected products can help industrial equipment manufacturers and machine builders stand out from their competitors. With Connected Products solutions on AWS, these companies can quickly build and design differentiated products for their end customers and engage AWS Partners for implementation support. Using these solutions, manufacturers and machine builders can accelerate their time to market; gain valuable insights into product performance; and set the foundation for powerful digital transformations, independent of internal technical resources."},"automotive.connected_mobility":{"Name":"Connected Mobility","Description":"Solutions to help the Chief Information Officer accelerate time to market and reduce development costs by gathering and operationalizing telemetry data in the vehicle and in the cloud."},"automotive.connected_mobility.connected_vehicle_platforms":{"Name":"Connected Vehicle Platforms","Description":"Connected Vehicle Platforms connect vehicles to the cloud, helping  companies to gather and use telemetry data both in the vehicles and in the cloud.  Using on-demand high performance computing, cost-effective storage, and a deep portfolio of machine learning services, these innovative solutions help companies accelerate time to market and reduce development costs."},"engineering_construction_and_real_estate.construction_supply_chain.construction_project_management":{"Name":"Construction Project Management","Description":"Construction management across companies is highly fragmented, often resulting in re-work, lost productivity, and litigation. These companies want to better manage workflows and data across multiple stakeholders to improve profitability and lower risk. With Construction Project Management solutions on AWS, you can collaborate across teams during the design stage, push plans and models from preconstruction to coordination, and once you’re ready, push near real time data to your project management and field teams."},"consumer_packaged_goods.customer_engagement_and_marketing.consumer_360":{"Name":"Consumer 360","Description":"As the Consumer Packaged Goods (CPG) industry shifts to a Direct-to-Consumer approach, their marketing teams are overwhelmed by the volume of information around consumers' product engagements, like website inquiries, product purchases, and customer support tickets. Consumer 360 solutions on AWS can ease the analytics process that comes with consumer engagement data. These solutions can make it easier for marketing teams to consolidate and use this data so they can better execute advertising, next best action, category management, and merchandising."},"retail.customer_engagement_and_marketing_1.consumer_360_1":{"Name":"Consumer 360","Description":"When customer data is scattered across multiple systems, it’s difficult to have a complete view of customers. Customer Data Platforms centralize all the customer data so retailers can make better decisions about each customer’s needs."},"automations.low_code_no_code.consumer_app_development_automations":{"Name":"Consumer App Development Automations","Description":"Businesses in every industry recognize the value of supporting their customers with customized apps. Consumer App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to consumer app creation."},"media_and_entertainment.direct_to_consumer_and_streaming":{"Name":"Direct-to-Consumer and Streaming","Description":"The streaming of linear and non-linear (AVoD, SVoD, PVoD) content to end users via OTT/OVP platforms, content platforms (Netflix, Hulu, etc.), content aggregators, and branded first-party direct-to-consumer applications."},"media_and_entertainment.direct_to_consumer_and_streaming.consumer_experience":{"Name":"Consumer Experience","Description":"Media organizations need to differentiate their offerings to engage and entertain audiences, while still providing a frustration-free, stable end-user experience. Consumer Experience solutions on AWS solutions help build innovative interactive experiences at scale for consistent performance. Organizations can now personalize and optimize their unique offerings across all platforms to effectively identify, efficiently acquire, interact and retain their users."},"retail.smart_stores.consumer_payments":{"Name":"Consumer Payments","Description":"Accepting non-cash payments such as credit, debit, mobile, and even emerging tenders like Buy Now, Pay Later (BNPL), is vital for retailers who operate online and in-stores. Consumer Payments solutions on AWS provide multiple ways for retailers to process payments. With these solutions, retailers can establish highly available and fast payment processing with fraud prevention. Building on AWS or with AWS Partners helps retailers achieve optimal payment acceptance to reach more consumers."},"consumer_packaged_goods.customer_engagement_and_marketing.contact_center":{"Name":"Contact Center","Description":"Building strong relationships with consumers and driving direct sales are fundamental to the consumer packaged goods (CPG) industry. Contact Center Modernization solutions on AWS help CPG companies strengthen their customer engagements with advanced cloud-based call center technologies. With these solutions, companies can enhance their brand experience, improve consumer interactions, increase flexibility, and drive down costs by operating in the cloud."},"retail.customer_engagement_and_marketing_1.contact_center_1":{"Name":"Contact Center","Description":"Retailers are working to improve the customer experience online and in-store. With AWS Contact Center solutions, organizations can use chatbots to help customers on their websites to provide live assistance, improving customer satisfaction while reducing operational cost."},"small_and_medium_business.customer_service_1":{"Name":"Customer Service","Description":"Solutions to enable the modern helpdesk and to stay connected to your customers."},"small_and_medium_business.customer_service_1.contact_center_2":{"Name":"Contact Center","Description":"To help improve the customer experience and reduce costs of operations, companies are seeking to modernize their customer contact centers. Solutions from AWS and our partners help with task management, facilitating a company’s ability to prioritize, assign, and track customer agent tasks to completion across multiple channels of communication. Also, AWS solutions facilitate the use of data visualization for business reporting, using data integrated from all customer communication channels to gain understanding from service interactions and improve the quality of customer service. Self-service solutions use natural-language search and intelligent bots to help customers find answers to their questions and seamlessly escalate to an agent as required."},"primary_and_secondary_education_k_12.student_experience":{"Name":"Student Experience","Description":"Solutions to help the Director of Student Services monitor students welfare and experience, appropriate feedback and present analytic data drawn from the student body."},"primary_and_secondary_education_k_12.student_experience.contact_center_3":{"Name":"Contact Center","Description":"Traditional engagement channels at primary and secondary (K-12) schools can be overwhelming due to spikes in demand, such as daily inbound calls from about absences or outreach regarding emergencies or school-wide activity reminders. With Contact Center solutions on AWS, schools can relieve staff burden by automating processes with an artificial intelligence (AI) chat bot. This can be driven by near real-time data segmentation to target messaging and feed directly into secure reporting, resulting in reduced staff resourcing and improved communication."},"machine_learning_ai_ml.language_understanding.contact_center_intelligence":{"Name":"Contact Center Intelligence","Description":"AWS Contact Center Intelligence (CCI) solutions empower you to improve customer experience, boost agent productivity, and gain conversation insights by adding AI capabilities to the contact center of your choice - without any ML expertise. AWS CCI solutions use a combination of AWS ML-powered services to provide Self-Service Virtual Agents, Real-Time Call Analytics with Agent Assist, and Post-Call Analytics. Get started yourself, engage an AWS Services Partner (consulting) to help build it, or accelerate deployment with a turnkey solution from an AWS (ISV) Partner."},"travel_and_hospitality.customer_service":{"Name":"Customer Service","Description":"Solutions that enable the Chief Customer Officer to increase loyalty and revenue with best-in-class customer service."},"travel_and_hospitality.customer_service.contact_center_modernization":{"Name":"Contact Center Modernization","Description":"Travel and hospitality (T&H) companies need robust contact center support to provide their guests with optimal service. Using Contact Center Modernization solutions on AWS, customer service teams can view and analyze customer data to improve engagement and increase the effectiveness of call center support. T&H companies can also implement self-service options for guests, reducing agent workloads and improving overall efficiency. With these modern solutions, T&H companies can benefit from reduced operational costs, increased productivity, and increased customer satisfaction."},"credit_unions.member_experiences_1":{"Name":"Member Experiences","Description":"Solutions to help Chief Marketing Officer to grow membership and enhance member experience by understanding them better through data , and by delivering personalized communication."},"credit_unions.member_experiences_1.contact_center_modernization_1":{"Name":"Contact Center Modernization","Description":"Members expect to get fast, accurate information when they contact a credit union. It's also imperative that callers are connected to the right person or resource to address their needs. By adopting Contact Center Modernization solutions on AWS, credit unions can connect callers with the right information faster and better serve the needs of their customers. Credit unions can also reduce the time staff spends answering calls with advanced technologies like chatbots."},"new_to_aws.customer_experience_3.contact_center_modernization_2":{"Name":"Contact Center Modernization","Description":"One of the first projects undertaken by new customers to AWS is modernizing their contact center. On-premises contact centers are costly to operate, time-consuming to manage, and often very complex to set up. The Contact Center Modernization solutions on AWS help customers establish an easy-to-use, omnichannel cloud contact center, so they can provide superior customer service at a lower cost."},"travel_and_hospitality.connected_experiences":{"Name":"Connected Experiences","Description":"Solutions that enable the Chief Digital Officer to enhance traveler satisfaction, operational excellence and customer engagement through seamless omnichannel T&H experiences."},"travel_and_hospitality.connected_experiences.contactless_traveler_guest_experience":{"Name":"Contactless Traveler/Guest Experience","Description":"Travel and hospitality (T&H) companies often need to implement contactless guest experiences so they can reduce manual labor and comply with public health guidelines. By implementing Contactless Traveler/Guest Experience solutions on AWS, T&H companies can automate routine tasks like payment and check-in, manage higher volumes of customers, and focus on providing better customer service. These solutions can help companies increase guest loyalty, improve operational efficiency within customer service interactions, and streamline the traveler experience."},"application_development_and_devops":{"Name":"Application Development and DevOps"},"application_development_and_devops.application_architecture":{"Name":"Application Architecture","Description":"Solutions to enable the Director of Cloud Operations to build scalable, maintainable, and high-performance applications while promoting collaboration, efficiency, and risk mitigation throughout the software development lifecycle."},"application_development_and_devops.application_architecture.container_orchestration":{"Name":"Container Orchestration","Description":"Modern application architectures that use containers are modular and provide increased agility and flexibility. Individual components can be updated quickly and independently with lower risk to the application as a whole. Package, distribute, and test your applications to optimize load balancing and ensure high availability. These solutions help you accelerate your application innovation and time-to-market with a portable, consistent, and lightweight software environment that is easy to scale and deploy."},"compute":{"Name":"Compute"},"compute.cloud_native_applications":{"Name":"Cloud Native Applications","Description":""},"compute.cloud_native_applications.containers_orchestration_and_operations":{"Name":"Containers, Orchestration and Operations","Description":"Cloud native applications are scalable, elastic, resilient, and flexible. Build cloud native applications with microservices using containers and take advantage of AWS serverless solutions to reduce total cost of ownership (TCO). Increase application agility and simplify your runtime and operations with orchestration and monitoring solutions from AWS and our Partners."},"small_and_medium_business.e_commerce_websites_and_applications":{"Name":"E-commerce, Websites and Applications","Description":"Whether you’re building a new website or app—or upgrading existing ones—creating a seamless experience is important for your customers. As a small or medium business, you can offer an engaging, premium website or app without extensive, in-house IT resources and large budgets. On AWS Cloud you only pay for what you use, which helps reduce operational expenses."},"small_and_medium_business.e_commerce_websites_and_applications.content_management_and_websites":{"Name":"Content Management and Websites","Description":"Your website could be a customer’s first-impression of your business, but you don’t need to be a large brand to provide a memorable experience. Small and medium businesses that host their content and websites with AWS turn to us for a few reasons: easy scaling during busy times, 99.9% up-time, and flexible pay-as-you-go pricing. Content Management & Website solutions for small and medium sized business help improve digital experiences, are easy to use, and are purpose built to limit the need for extensive IT resources."},"retail.digital_commerce_1":{"Name":"Digital Commerce","Description":"Solutions to help the CDO better execute on e-commerce initiatives like increasing visits & conversions while maintaining high levels of performance and security."},"retail.digital_commerce_1.content_management_system":{"Name":"Content Management System","Description":"Retailers looking to drive digital transformation across their value chain need applications that their team can use to create, collaborate, manage, and publish digital content. And the applications should be easy to use, even for people who don't know how to program. The Content Management System (CMS) solutions on AWS give retailers the tools they need to publish content to the web without requiring advanced technical skills. The CMS applications can be used to build websites, blogs, and host ecommerce platforms. It streamlines content creation, editing, and publishing from a central location."},"machine_learning_ai_ml.application_development":{"Name":"Application Development","Description":""},"machine_learning_ai_ml.application_development.content_moderation":{"Name":"Content Moderation","Description":"Human-based content moderation alone cannot scale to meet safety, regulatory, and operational needs, which leads to a poor user experience, high moderation costs, and brand risk. Content moderation powered by Artificial Intelligence can help organizations moderate large and complex volumes of user-generated content (UGC) and reclaim large amounts of time their teams spend moderating content manually. Content moderation Solutions provide automation and artificial intelligence (AI) capabilities to implement a reliable content moderation mechanism that protects users from harm while reducing costs and safeguarding the organization from risk, liability, and brand damage."},"advertising_and_marketing.ad_intelligence_and_measurement.contextual_analysis":{"Name":"Contextual Analysis","Description":"Advertisers and publishers want to use machine learning (ML) to improve addressability and audience experience by placing ads near contextually-relevant content. For data scientists, this often requires spending significant time on data engineering, data pre-processing, and training in order to extract metadata from petabytes of media content, or score billions of ad events per day with ML models. Contextual Analysis solutions on AWS help customers spend less time on data engineering and more time on data science to accelerate product development and launch for ML-based contextual advertising workloads such as content metadata extraction, brand safety analysis, and fraud prevention."},"application_development_and_devops.modern_application_development":{"Name":"Modern Application Development","Description":"Solutions to enable the Director of Cloud Operations to deliver high-quality applications faster, optimize resource utilization, and adapt quickly to changing business requirements, ultimately driving innovation and customer satisfaction."},"application_development_and_devops.modern_application_development.continuous_integration_and_continuous_delivery_ci_cd":{"Name":"Continuous Integration and Continuous Delivery (CI/CD)","Description":"An integral part of development operations (DevOps) is adopting the culture of continuous integration and continuous delivery/deployment (CI/CD). Level up with tools to compile, build, and install features and fixes with collaborative and automated processes. These processes allow you to control versioning of your applications through a low-risk mechanism that enables agile, secure deployment and updates. CI/CD helps you keep up the pace of innovation while maintaining maximum uptime for your users."},"hi_tech_electronics_and_semiconductor.design_and_verification":{"Name":"Design and Verification","Description":"Solutions to help the Head of Engineering accelerate time to market, optimize infrastructure costs, and improve collaboration."},"hi_tech_electronics_and_semiconductor.design_and_verification.continuous_integration_for_hardware_verification":{"Name":"Continuous Integration for Hardware Verification","Description":"Customers working on semiconductor workloads often struggle to keep up with project schedules during the design verification phase. This is due to insufficient automation in their software release and deployment pipelines. Traditional methods are non-agile, leading to slow reaction times in response to updates and changes. Continuous Integration for Hardware Verification solutions address these issues by incorporating agile methods, design for test (DFT) scans, and place and route tools, which help reduce the time it takes to incorporate software changes."},"defense_and_national_security":{"Name":"Defense and National Security"},"defense_and_national_security.security_and_compliance_3":{"Name":"Security and Compliance","Description":"Solutions that allow an organization to constantly monitor its IT systems and networks to detect security threats, performance issues, or non-compliance problems in an automated manner."},"defense_and_national_security.security_and_compliance_3.continuous_monitoring":{"Name":"Continuous Monitoring","Description":"Cloud infrastructure provides national security, defense, and national law enforcement organizations with efficiency and elasticity, helping them move faster than they could with traditional network and system monitoring tools. Moving faster with the cloud means that these organizations must also regularly validate the effectiveness of cloud controls to mitigate risk. Continuous Monitoring solutions on AWS give government security and operations teams near real-time data to identify potential threats and address them before they become major issues to mission operations."},"banking.core_banking_modernization":{"Name":"Core Banking Modernization","Description":"Solutions to help head of operations to modernize legacy core infrastructure to be more agile and innovate in offering new products to customers."},"banking.core_banking_modernization.core_banking_system_modernization":{"Name":"Core Banking System Modernization","Description":"Banks traditionally use legacy systems for their core banking applications, such as lending, payments, and deposits. However, these systems are monolithic, expensive, and lack open architecture, impacting the bank’s agility to deploy changes based on market demands. Using Core Banking System Modernization solutions on AWS, banks can replace these costly legacy systems with core applications based on open APIs. With these solutions, banks can reduce system costs, improve their agility, and pursue opportunities for innovation to serve their customers better."},"credit_unions.core_banking.core_modernization":{"Name":"Core Modernization","Description":"Credit unions traditionally use legacy systems for their core banking applications, such as lending, payments, and deposits. But these systems are monolithic, expensive, and lack open architecture, impacting the credit union’s agility to deploy changes based on market demands. Using the cloud-native Core Modernization solutions on AWS, credit unions can replace these costly legacy systems with core applications based on open APIs. With these solutions, credit unions can reduce system costs, improve their agility, and pursue opportunities for innovation to serve their members better."},"cloud_operations":{"Name":"Cloud Operations"},"cloud_operations.cloud_financial_management":{"Name":"Cloud Financial Management","Description":"When moving to the cloud, organizations often rethink their traditional IT financial management. AWS offers tools to help set expectations around cloud costs for your projects and applications, making it easier for all roles in your organization to manage and control costs. You can also uncover cost insights and optimization opportunities, and optimize spend based on usage."},"cloud_operations.cloud_financial_management.cost_allocation_and_accountability":{"Name":"Cost Allocation and Accountability","Description":"AWS customers require the ability to measure and account for all costs in their cloud environment. Cost Allocation and Accountability solutions on AWS enable customers to gain visibility into spending, optimize resources, and allocate costs accurately. Using AWS Cost Explorer and Budgets with custom tagging strategies, customers can track usage across services, implement chargeback models, and make informed decisions. This helps control spending and align cloud investments with business objectives."},"storage.data_management_2":{"Name":"Data Management","Description":"Data storage across platforms and workloads."},"storage.data_management_2.cost_optimization":{"Name":"Cost Optimization","Description":"Cloud and systems administrators are constantly challenged with identifying opportunities to reduce storage costs while maintaining necessary storage capacity. AWS offers solutions that analyze usage patterns, pinpoint savings opportunities, and recommend optimizations such as right-sizing, automation, and configuration tuning to eliminate waste. By implementing these Solutions, organizations can achieve significant savings in their cloud storage expenditures while ensuring they maintain the required storage capacity and data durability."},"cloud_operations.cloud_financial_management.cost_reporting_and_analytics":{"Name":"Cost Reporting and Analytics","Description":"AWS customers require the ability to report and visualize costs across their AWS cloud environment. This enables them to gain comprehensive visibility into their cloud spending, identify cost drivers, and make informed decisions. By using Cost Reporting and Analytics solutions on AWS, such as AWS Cost Explorer and Amazon QuickSight, customers can track costs by service, account, resource, or custom tags. This information can be used to allocate costs accurately, identify optimization opportunities, and generate reports for stakeholders."},"banking.lending_transformation":{"Name":"Lending Transformation","Description":"Solutions to help Chief Credit Officer to make credit decisions faster using agile underlying credit infrastructure."},"banking.lending_transformation.credit_decisioning":{"Name":"Credit Decisioning","Description":"Today, Banks are expected to move quickly when using application data to issue credit decisions. To remain competitive, banks must enrich their decision- making process with more data, and keep customers informed in real-time. Using Credit Decisioning solutions on AWS, banks can gain insights from huge amounts of unstructured and structured data quickly, efficiently, and at a lower cost. With these solutions, banks can make efficient credit decisions and meet customers’ expectations faster."},"credit_unions.digital_banking":{"Name":"Digital Banking","Description":"Solutions to help Chief Digital/Innovation officer to digitize all traditional banking products, processes and activities to serve members through online channels."},"credit_unions.digital_banking.credit_decisioning_1":{"Name":"Credit Decisioning","Description":"Today, credit unions are expected to move quickly when using application data to issue credit decisions. To remain competitive, credit unions must enrich their decision-making process with more data, and keep members informed in real-time. Using Credit Decisioning solutions on AWS, credit unions can gain insights from huge amounts of unstructured and structured data quickly, efficiently, and at a lower cost. With these solutions, credit unions can make efficient credit decisions and meet members’ expectations faster."},"automotive.digital_customer_experience.customer_360":{"Name":"Customer 360","Description":"Customers are increasingly expecting automakers and retailers to provide cohesive, personalized, and flexible digital experiences. Companies are meeting these demands by adopting digital Customer Intelligence and Loyalty solutions on AWS. Utilizing connected tool sets, they can better manage large volumes of consumer data and establish a complete profile for each and every customer. Using these insights, automakers and retailers can deliver seamless omnichannel experiences and boost customer satisfaction."},"advertising_and_marketing.audience_and_customer_data_management":{"Name":"Audience and Customer Data Management","Description":"Solutions that enable the Head of Marketing Analytics to create a complete view of audiences and consumers to drive insights, performance, and improved experiences."},"advertising_and_marketing.audience_and_customer_data_management.customer_360_profile":{"Name":"Customer 360 Profile","Description":"Enterprises and marketers want to aggregate customer interaction data from disparate applications, data sources, and marketing channels into a centralized customer data platform (CDP) that provides a comprehensive, 360-view of each customer. With Customer 360 solutions on AWS, you can accelerate deployment of a customer data platform by choosing from AWS services, leading partner applications, and turnkey professional services offerings that help you create a unified view of the customer."},"customer_experience.customer_data_management.customer_360_profile_1":{"Name":"Customer 360 Profile","Description":"Enterprises and marketers want to aggregate customer interaction data from disparate applications, data sources, and marketing channels into a centralized customer data platform (CDP) that provides a comprehensive, 360-view of each customer. With Customer 360 solutions on AWS, you can accelerate deployment of a customer data platform by choosing from AWS services, leading partner applications, and turnkey professional services offerings that help you create a unified view of the customer."},"consumer_packaged_goods.customer_engagement_and_marketing.customer_experience_management":{"Name":"Customer Experience Management","Description":"Customer experience management (CXM) is the management of consumer interactions through each physical and digital touchpoint in order to deliver personalized experiences that help drive brand loyalty and increase revenue. Using Customer Experience Management solutions on AWS enables Consumer Packaged Goods (CPG) organizations to extract meaningful information from these touchpoints, across all channels. These solutions can help CPG organizations transform such valuable data into actionable insights and ultimately use it to engage even more effectively with their customers."},"customer_experience.customer_analytics_and_intelligence":{"Name":"Customer Analytics and Intelligence","Description":"After collecting data about customers, organizations must then analyze that data deeper to understand the customers’ needs and behavior, predict future behaviors, identify the motivations behind customer behaviors, make recommendations on next best experience, predict inform product teams of feature that matter, and more.  Customer Analytics and Intelligence solutions leverage analytics,  artificial intelligence and machine learning to improve customer experiences across channels, segments (customer and employees) and lines of business."},"customer_experience.customer_analytics_and_intelligence.customer_journey_analytics":{"Name":"Customer Journey Analytics","Description":"Static, cohort-based, and manually created customer journeys are no longer sufficient when it comes to designing a personalized experience for customers. Companies want to know how an individual customer’s journey unfolds in the real world rather than work with theoretical outcomes. Customer Journey Analytics solutions on AWS track and analyze data at the individual customer level across channels. This allows companies to identify pain points across the customer journey, conduct root cause analysis, develop process efficiencies, and lower operational costs."},"banking.customer_experience":{"Name":"Customer Experience","Description":"Solutions to help Chief Marketing officer to create personalized offerings for their customers and improve customer experience"},"banking.customer_experience.customer_onboarding":{"Name":"Customer Onboarding","Description":"Customer onboarding is one of the most important stages of a customer's journey with a bank. During this stage, there is an exchange of significant information between the bank and customers so they can obtain documentation to meet regulatory requirements and provide relevant products and services to customers.  With the Customer Onboarding solutions on AWS, banks can use artificial intelligence, machine learning, and digital tools to streamline the onboarding process. With these solutions, banks can transform the ways that customers are onboarded and reduce friction during this essential process."},"banking.customer_experience.customer_retention":{"Name":"Customer Retention","Description":"Customers today expect more personalized, timely interaction from their banks. They seek engagement that proactively offers relevant products and services. Firms that don’t adopt digital channels or capture data to develop robust customer profiles risk missing out on sales opportunities. To keep these customers, banks need technology to capture and analyze customer interactions, build user segments, identify buying signals, and flag consumer sentiments promptly."},"capital_markets.customer_experience_1":{"Name":"Customer Experience","Description":"Solutions to help Chief Marketing officer to create personalized offerings for their customers and improve customer experience."},"capital_markets.customer_experience_1.customer_retention_1":{"Name":"Customer Retention","Description":"Capital Markets customers expect personalized, timely engagements with the financial institutions that they do business with to get the relevant products and services they need. Contact Center solutions on AWS allow financial services organizations to capture and analyze customer interaction data, build user segments, and identify buying signals and consumer sentiments. With these solutions, customer service teams can capture data to develop robust customer profiles uncover new selling opportunities, and increase customer satisfaction."},"consumer_packaged_goods.customer_engagement_and_marketing.customer_retention_and_loyalty":{"Name":"Customer Retention and Loyalty","Description":"Consumer packaged goods (CPG) companies are adapting to new privacy regulations as well as the loss of third-party cookies and ad identifiers on mobile devices, such as the identifier for advertisers (IDFA) on iPhones. Customer Retention & Loyalty solutions on AWS are designed to help CPG companies build direct relationships with customers, gain valuable consumer insights, and improve marketing effectiveness as well as brand loyalty. By using these solutions, CPG companies can overcome challenges like higher customer acquisition costs, lower return on ad spend (ROAS), and loss of consumer insights resulting from privacy changes. Additionally, these solutions help CPG brands create compelling experiences that foster brand affinity among younger consumers, who tend to have less inherent brand loyalty, thereby increasing customer lifetime value."},"telecommunications.customer_experience_reimagined.customer_self_service_with_virtual_assistants":{"Name":"Customer Self-Service with Virtual Assistants","Description":"Speech recognition helps organizations to create more personalized, engaging, and efficient interactions with customers. The use of artificial intelligence and machine learning enhances interactive voice response (IVR) and powers chatbots, interactive software applications that carry on conversations online. As a result, companies can better understand the intent of customers, helping them to self-serve easily at any time without the need for assistance from a live agent."},"automotive.digital_customer_experience.customer_support":{"Name":"Customer Support","Description":"To support vehicle owners, automakers need omnichannel customer service infrastructure. However, contact center technology can be difficult to implement and maintain, resulting in disjointed support experiences that leave customers and agents desiring a more intelligent way to connect. Using Customer Care & Contact Center solutions on AWS, automakers can adopt infrastructure that streamlines the customer support process and makes it simple for agents to resolve customer inquiries in a faster, more intelligent way. As a result, they can delight their customers, build confidence across their consumer and employee touchpoints, and gain a customer-obsessed advantage over their competitors."},"aerospace_and_satellite.security_and_compliance":{"Name":"Security and Compliance","Description":"Solutions to enable the VP of IT to mitigate risks, protect sensitive assets, maintain operational integrity, and foster trust and credibility, allowing them to conduct business efficiently and effectively in a highly regulated and critical industry."},"aerospace_and_satellite.security_and_compliance.cybersecurity_maturity_model_certification":{"Name":"Cybersecurity Maturity Model Certification","Description":"When working with the U.S. government, aerospace and satellite companies must work within the scope of multiple governance frameworks, like the U.S. Federal Risk and Authorization Management Program (FedRAMP), National Institute of Standards and Technology (NIST) 800-53(5), NIST 800-171 Rev.2, and Cybersecurity Maturity Model Certification (CMMC). Understanding requirements for these programs can be complex. Cybersecurity Maturity Model Certification solutions on AWS help companies implement pre-defined landing zones, aid in package completion, and provide support for audits and ongoing reporting."},"national_security_homeland_and_defense":{"Name":"National Security, Homeland and Defense"},"national_security_homeland_and_defense.security_and_compliance_4":{"Name":"Security and Compliance","Description":"Solutions to enable the US Federal CISO to improve security, increase visibility, accelerate compliance and provide controlled data access."},"national_security_homeland_and_defense.security_and_compliance_4.cybersecurity_maturity_model_certification_cmmc":{"Name":"Cybersecurity Maturity Model Certification (CMMC)","Description":"Federal agencies face complexities when adhering to frameworks like the Federal Risk and Authorization Management Program (FedRAMP), National Institute of Standards and Technology (NIST) 800-53(5), NIST 800-171 Rev.2, and Cybersecurity Maturity Model Certification (CMMC) for U.S. government contracts. Cybersecurity Maturity Model Certification (CMMC) solutions on AWS help streamline compliance processes, implement pre-defined landing zones, and facilitate audits and reporting. By using these solutions, agencies can reduce costs and efforts associated with maintaining multiple compliance certifications."},"agriculture.precision_agriculture":{"Name":"Precision Agriculture","Description":"Solutions to help the Head of Digital Solutions build tools to generate actionable insights from agronomic data, optimize planning and execution processes, automate in-field and on-farm data collection and enable integrated solutions offerings."},"agriculture.precision_agriculture.data_acquisition":{"Name":"Data Acquisition","Description":"For agricultural companies, data is the key to delivering transformational new capabilities to customers and stakeholders alike. However, acquiring that data from sensors, equipment, and third-party providers is complex and challenging. Using Data Acquisition solutions on AWS, agricultural businesses can assemble the data necessary to deliver analytics-driven insights, recommendations powered by machine learning (ML), and automated decision solutions for producers."},"justice_and_public_safety.law_enforcement.data_aggregation_and_analysis":{"Name":"Data Aggregation and Analysis","Description":"Law enforcement professionals need the ability to quickly access information about a person or location. However, having to search across multiple systems with different access credentials wastes time and makes it difficult to create connections across disparate datasets. Data Aggregation & Analysis solutions on AWS allow users to search across datasets with a single query. These solutions also offer modern analysis tools that visualize data for officers and analysts and allow for data sharing across agencies."},"agriculture.precision_agriculture.data_analytics":{"Name":"Data Analytics","Description":"For agricultural companies, generating actionable insights from complex agronomic and production data can be a challenge. By using Data Analytics solutions on AWS, these companies can access tools to build powerful data systems, take advantage of artificial intelligence and machine learning, and generate powerful analytics. These capabilities help agricultural companies transform production data into a strategic asset for customers, like agricultural producers."},"storage.data_management_2.data_archiving":{"Name":"Data Archiving","Description":"Businesses in the digital era accumulate vast amounts of data that may not be immediately useful but still holds value for long-term analysis and compliance requirements. Traditional storage solutions can become prohibitively expensive and inefficient for handling such archival data. Data Archiving solutions on AWS securely store infrequently accessed data in a cost-effective manner. These solutions reduce storage costs while ensuring data longevity and retrieval capabilities, aiding businesses in future analysis and regulatory compliance."},"analytics":{"Name":"Analytics"},"analytics.data_management":{"Name":"Data Management","Description":"Solutions that enable the VP of Data Science & Analytics to improve decision-making, enhance collaboration, optimize operations, support strategic planning initiatives and ensure compliance and risk management."},"analytics.data_management.data_catalog":{"Name":"Data Catalog","Description":"Preparing your data to obtain quality results is the first step in any analytics or machine learning project. Discover and connect to diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor data pipelines to load data into your data lakes. Managed, serverless data integration that makes data preparation simpler, faster, and cheaper, creates efficiencies and accelerates your projects."},"advertising_and_marketing.privacy_enhanced_data_collaboration":{"Name":"Privacy-Enhanced Data Collaboration","Description":"Solutions to enable the Head of Analytics & Insights to collaborate and interoperate more effectively with their business partners while improving upon data security and protecting consumer data."},"advertising_and_marketing.privacy_enhanced_data_collaboration.data_clean_rooms":{"Name":"Data Clean Rooms","Description":"Brands, media publishers, and their partners want to more easily collaborate to improve campaign planning, activation, and measurement while protecting consumer data privacy. Data Clean Rooms solutions on AWS help companies connect, analyze, and activate their advertising campaigns together with their partners without sharing underlying consumer data."},"advertising_and_marketing.privacy_enhanced_data_collaboration.data_enrichment":{"Name":"Data Enrichment","Description":"Data scientists and analysts bring together data from many sources to develop customer insights and model behavior. However managing each source separately adds complexity and data security challenges to the process. With Data Enrichment solutions, you can accelerate and simplify the process of bringing together data from providers of consumer intelligence, household data, interests, places, purchases, and other insights from leading AWS Partners. You can also reduce time spent modeling and analyzing data with reference implementations and architectures that help you improve audience understanding more quickly."},"automotive.vehicle_software_development":{"Name":"Vehicle Software Development","Description":"Solutions to help the VP of Engineering build higher-quality vehicle software faster, manage software variant complexity better, and help cross-functional decision-makers create and use data insights for delivering a secure, updatable, and personalized vehicle experience throughout vehicle lifetime."},"automotive.vehicle_software_development.data_ingest_labeling_and_enrichment":{"Name":"Data Ingest, Labeling, and Enrichment","Description":"Autonomous vehicles must be designed to securely collect, ingest, and store data from multiple sensors. These sensors could be light detection and ranging (LiDAR), Radar, GPS, a global navigation satellite system (GNSS), cameras, telematics, and processed data from the electronic control unit (ECU). The Data Collection, Ingestion & Enrichment solutions on AWS are designed to identify, catalog, and quickly query these types of sensor data for autonomous vehicles. The data is used to run campaigns for an operational design domain (ODD) such as lane-keeping assistance systems (LKAS) and automated emergency braking (AEB) to develop models and algorithms for autonomous driving and cloud validation."},"enterprise_resource_planning.business_insights.data_integration_and_management":{"Name":"Data Integration and Management","Description":"SAP customers need to integrate large volumes of data into AWS using tools that are both scalable and reliable. The AWS Data Integration and Management solutions help SAP customers deliver large volumes of real-time, analysis ready data into AWS without any manual extract, transform, and load (ETL) scripting. These solutions use fully automated Amazon services to convert raw data to analysis ready data."},"consumer_packaged_goods.it_digital_transformation":{"Name":"IT & Digital Transformation","Description":"Solutions to help the Chief Information Officer drive digital transformation to improve decision-making and operational efficiency."},"consumer_packaged_goods.it_digital_transformation.data_lake":{"Name":"Data Lake","Description":"Organizations in the Consumer Packaged Goods (CPG) industry have access to more digital information than ever before, but data silos can keep this information isolated. Data Lake solutions on AWS centralize all types of information into data lakes, enabling businesses to increase flexibility, improve scalability, and reduce the need for data modeling. With Data Lake solutions on AWS, CPG teams can simplify access to data and take advantage of machine learning opportunities that can ultimately help with near-real-time decision analytics."},"retail.advanced_data_insights.data_lake_1":{"Name":"Data Lake","Description":"Retailers know the key to successful merchandising and supply chain operations is ready access to data. With a data lake, retailers can store data in a central location, as-is, and at any scale. The Data Lake solutions on AWS provide a place to collect, analyze, and distribute important data throughout the retail enterprise. Data lakes help with business intelligence and set the foundation for machine learning, unlocking insights into the data that leads to better, faster decisions."},"storage.data_management_2.data_lake_storage":{"Name":"Data Lake Storage","Description":"Organizations often face difficulties managing the ever-growing volume, velocity, and variety of data. Traditional data storage systems may struggle to handle this scale and diversity, inhibiting insights and decision-making. Data Lake Storage Optimization solutions on AWS assist customers in efficiently storing, categorizing, and analyzing vast amounts of data in their raw format. With these solutions, businesses can gain quicker insights, enhance data accessibility, and bolster their data governance, ultimately driving better business outcomes."},"enterprise_resource_planning.business_insights.data_lake_with_sap_and_non_sap_data":{"Name":"Data Lake with SAP and Non-SAP Data","Description":"When SAP customers can combine disparate SAP and non-SAP data using modern cloud solutions, they gain valuable business intelligence that was previously siloed or difficult to access. Data Lake with SAP & Non-SAP Data solutions help SAP customers consolidate data into a single, comprehensive data lake. The data lake is structured and organized in a way that preserves the relevant context and relationships between the different SAP and non-SAP data sources. This contextualized data lake enables improved analytics where the SAP customer can apply artificial intelligence and machine learning (AI/ML) capabilities to derive deeper, more meaningful insights tailored to their needs."},"security_identity_and_compliance.data_protection":{"Name":"Data Protection","Description":"Earning customer trust is the foundation of our business at AWS and customers trust us to protect their most critical and sensitive assets: their data. We earn this trust by working closely with customers to understand their data protection needs, and by offering the most comprehensive set of services, tooling, and expertise to help customers protect their data. This solution area targets: CISO/CTO, Security and IT Executives, Enterprise/Security Architects, Security Engineers, DevOps Managers, DevOps Engineers."},"security_identity_and_compliance.data_protection.data_loss_prevention_dlp":{"Name":"Data Loss Prevention (DLP)","Description":"Organizations increasingly need to protect sensitive data across cloud environments to mitigate unauthorized exposure and compliance violations. Data Loss Prevention (DLP) Solutions on AWS identify, monitor, and protect sensitive data through content inspection, policy enforcement, and automated response to potential data leaks. This helps prevent data breaches and maintain visibility into data movement, ensuring regulatory compliance and safeguarding business reputation."},"media_and_entertainment.data_science_and_analytics_for_media":{"Name":"Data Science and Analytics for Media","Description":"Data Science intersects with each of the other M&E Solution Areas to deliver solutions that use AWS analytics and AI/ML services to accelerate content workflows, augment and automate repetitive manual processes, create rich descriptive metadata, improve audience engagement, and increase overall monetization"},"media_and_entertainment.data_science_and_analytics_for_media.data_management":{"Name":"Data Management","Description":"Content providers need to ingest, organize, protect, and preserve an endless amount of data. Data Management on AWS solutions help companies efficiently analyze, visualize, and store structured and unstructured data to provide key insights into current and future business needs. A reliable, secure, and scalable data management system provides access to relevant, accurate, and searchable information that is used to make data-driven decisions."},"defense_and_national_security.mission_accelerators":{"Name":"Mission Accelerators","Description":"Solutions to help mission owners accelerate mission through enhanced complex data processing, increased analyzing speed, and additional intelligence insights."},"defense_and_national_security.mission_accelerators.data_management_1":{"Name":"Data Management","Description":"Combining data sets while preserving the integrity of the information and system is an ever-present challenge for national security, defense, and national law enforcement organizations who work regularly with big data. Data Management solutions on AWS offer data cleansing software to ensure that information consistently matches the corresponding fields, while facilitating a more seamless and effective interface for business intelligence tools to interact with data sets and retrieve information more effectively."},"automotive.vehicle_software_development.data_management_and_analytics":{"Name":"Data Management and Analytics","Description":"Companies involved in the development of autonomous vehicles need a single repository to store data in support of the autonomous development lifecycle. With Data Management, Processing & Analytics solutions, pipelines are created to perform analytics, cataloging, and ETL functions to prepare the data for labeling, machine learning, and simulation. These solutions give companies a flexible and scalable data flywheel, in which categorized data continues to feed workloads that become increasingly iterative with each stage, optimizing model development, simulation, testing, and validation."},"primary_and_secondary_education_k_12.information_systems.data_modernization":{"Name":"Data Modernization","Description":"Data centers are costly to scale and manage. A lack of skilled staff, a struggle to keep up with the changing technology landscape, and evolving data sources are just some of the issues local education and government agencies encounter. Data Modernization solutions on AWS help educational institutions build a more agile foundation for innovation and transformation using the cloud. These solutions help reduce expenditures on data centers and support staff while establishing a cost-effective and scalable approach to modern data analytics."},"research_1.sustainable_funding":{"Name":"Sustainable Funding","Description":"Solutions to support Chief Fundraising Officer in raising funds for Nonprofit"},"research_1.sustainable_funding.data_monetization":{"Name":"Data Monetization","Description":"Funding a nonprofit’s research project has many challenges and risks. Using Data Monetization solutions on AWS, nonprofit researchers can reduce this risk through data monetization opportunities. Researchers can generate additional sources of funding by sharing data, such as detailed research findings, on the cloud."},"analytics.data_management.data_movement_and_integration":{"Name":"Data Movement and Integration","Description":"Massive volumes of data, moving in real-time, across a variety of distributed sources, can be a major obstacle to overcome or process to manage. Transporting and combining data in an efficient, prepared way, and thinking ahead on how and where to integrate it for easy access, can improve any business process - from analytics to application development to sales and marketing."},"application_development_and_devops.application_architecture.data_operations":{"Name":"Data Operations","Description":"A streamlined flow of data leads to accelerated application performance and increases stability. Data operations solutions help you manage streaming data, create high availability and failover, monitor data performance, visualize your workflows, and connect multiple application data sources to work together. Reliable, tuned data operations will enable a reliable application environment. This saves your development team hassle while helping them deliver a consistent customer experience."},"consumer_packaged_goods.it_digital_transformation.data_products":{"Name":"Data Products","Description":"Consumer Packaged Goods (CPG) companies strive to be more data-driven but face common challenges when it comes to gaining business value from data and analytics investments. These challenges include data being siloed, duplicated, or in multiple formats. Data Products solutions on AWS provide an approach for deploying data and analytics capabilities to deliver measurable business value that aligns with strategic goals. These solutions are informed by best practices across industries, including marketing, supply chain, product development, IT, unified commerce, and manufacturing."},"storage.data_protection_security.data_protection":{"Name":"Data Protection","Description":"The data storage and protection challenges faced by organizations today go beyond storage durability. Unintended or accidental data deletions, ransomware attacks, and disaster recovery events require additional protective measures. Data Protection solutions on AWS can help address these challenges by providing the capabilities to preserve and restore an organization's critical data to meet both their data protection and compliance requirements."},"to_be_deprecated_genomics":{"Name":"TO BE DEPRECATED Genomics"},"to_be_deprecated_genomics.data_aggregation_and_governance":{"Name":"Data Aggregation and Governance","Description":"The Data Aggregation & Governance Solution Area helps with aggregating, storing, querying, analyzing, and governing genomics datasets, while quickly linking them with other data modalities and omics."},"to_be_deprecated_genomics.data_aggregation_and_governance.data_security_and_compliance":{"Name":"Data Security and Compliance","Description":"For businesses in the healthcare and life science industries, it’s vital to have security solutions that support compliance with industry standards. Other considerations for businesses include scalability, cost efficiency, and ease of maintenance. Using Data Security & Compliance solutions can help businesses meet these requirements and securely collaborate and share data, supporting security standards and genomic industry compliance."},"security_identity_and_compliance.data_protection.data_security_posture_management_dspm":{"Name":"Data Security Posture Management (DSPM)","Description":"Maintaining appropriate security controls and compliance for data assets across cloud environments is critical. Data Security Posture Management (DSPM) Solutions on AWS provide continuous assessment and monitoring of data security, including discovery of sensitive data, analysis of security controls, and identification of risks to data assets. This helps organizations ensure data protection and compliance, while enabling efficient cloud adoption."},"research_1.fair_equitable_and_open_data.data_sharing_and_compliance":{"Name":"Data Sharing and Compliance","Description":"Funders, research participants, and communities seek transparency from nonprofit research organizations. As such, researchers need a way to quickly share data and findings—without compromising on data security or compliance. Data Sharing & Compliance solutions on AWS provide the tools and services that researchers need to give stakeholders visibility into data findings while complying with security and regulatory best practices."},"charities_and_membership.donor_member_and_volunteer_insights":{"Name":"Donor, Member and Volunteer Insights","Description":"Solutions to enable the Chief Data Officer to bring their previously siloed data together to help their teams identify their top supporters, most active volunteers, and powerful advocates to drive more fundraising and higher impact."},"charities_and_membership.donor_member_and_volunteer_insights.data_unification_and_enhancement":{"Name":"Data Unification and Enhancement","Description":"Nonprofits need to gather and centralize data, fill in gaps in information, and enhance datasets by connecting to new sources. Using AWS solutions, nonprofits can create a single source of truth that unifies data from disparate systems, addressing these challenges."},"charities_and_membership.cloud_fundamentals.data_visualization":{"Name":"Data Visualization","Description":"Many nonprofit organizations collect valuable data, but report that they fail to use this data to support their decision-making. To make more effective decisions, nonprofits need a way to aggregate and visualize the information that they collect. Using Data Visualization solutions on AWS, nonprofits can use flexible, streamlined tools to gain powerful insights. By harnessing the power of their data, these organizations are better equipped to make the right decisions to support their missions."},"enterprise_resource_planning.business_insights.data_warehouse":{"Name":"Data Warehouse","Description":"As SAP customers look to react quickly to their evolving business needs, modernizing their data warehouse is a key component to integrating their data in a manner that can support robust analytics and reporting capabilities. The Data Warehouse solutions on AWS are designed to help SAP customers uncover valuable business insights using a comprehensive dashboard, including the capability to generate \"what-if\" scenarios with both SAP and non-SAP data. With these solutions, SAP customers can improve their analytics and reporting capabilities to accelerate development efforts and derive meaningful, usable insights from their data."},"analytics.data_management.data_warehousing":{"Name":"Data Warehousing","Description":"Data warehousing is a critical component for analyzing and extracting actionable information from your data. Combine disparate data sets, standardize values, extend access, and establish an expandable structure to use your data across multiple business purposes. Deploy a scalable, managed data warehouse in a matter of minutes, and analyze data using your existing business intelligence tools."},"small_and_medium_business.it_and_digital_transformation.data_driven_insights":{"Name":"Data-Driven Insights","Description":"To drive informed decision making small and medium size businesses want to integrate data sources and present data insights in a clear and user-friendly way. Data-Driven Insights solutions provide the information you need to proactively diagnose issues, identify trends, and enable growth."},"charities_and_membership.donor_member_and_volunteer_insights.database_and_application_modernization":{"Name":"Database and Application Modernization","Description":"Nonprofits need modern databases and applications to achieve fast, cost-effective, and secure access to mission-critical data. Migrating to a scalable cloud database solution that takes advantage of software as a service (SaaS) can help. With Database & Application Modernization solutions on AWS, nonprofits can integrate the latest, most secure releases of databases and applications with fewer operational challenges, resulting in better performance when compared to on-premise hosting."},"migration_and_modernization.application_data_and_server_migrations":{"Name":"Application, Data and Server Migrations","Description":"Solutions to help the CIO plan for migrations"},"migration_and_modernization.application_data_and_server_migrations.database_migration":{"Name":"Database Migration","Description":"Accelerate and support your migration from legacy systems to the cloud with tools built to help streamline data transfer, increase processing performance, and simplify connections between your databases and applications. Reduce risk by maintaining your existing architectures while gaining the cost and operational efficiencies of the cloud. Improve replication speed and accuracy, perform change data capture (CDC), and manage code deployment to experience the fastest and most trouble-free migration."},"new_to_aws.migrate_to_the_cloud":{"Name":"Migrate to the Cloud","Description":"This solutions area has cloud migration use cases and solutions for new customers to AWS"},"new_to_aws.migrate_to_the_cloud.database_migration_1":{"Name":"Database Migration","Description":"One of the quickest ways to start seeing the benefits of the cloud is to migrate outdated databases. Hosting databases on the cloud helps you scale your workloads and increase operational efficiency. With Database Migration solutions on AWS, you can securely move your database workloads to the cloud with zero data loss and maximum uptime. AWS databases are purpose-built, helping you to modernize your systems, innovate at scale, and reduce costs for your most critical data workloads."},"security_identity_and_compliance.data_protection.database_security":{"Name":"Database Security","Description":"Protecting databases from unauthorized access and data risks is a critical requirement for organizations. Database Security Solutions on AWS provide comprehensive monitoring, access controls, misconfiguration identification, and data encryption capabilities. These solutions enable organizations to gain visibility into data access patterns, maintain compliance with security standards, and mitigate the risk of data breaches, ultimately enhancing data security and protecting sensitive information."},"supply_chain.data_analytics_and_modeling":{"Name":"Data, Analytics and Modeling","Description":"Solutions to help the CSCO and CTO  upgrade their data and enterprise modeling capabilities to fully leverage the power of cloud in order to drive innovation and resilience in their supply chains."},"supply_chain.data_analytics_and_modeling.decision_intelligence":{"Name":"Decision Intelligence","Description":"Supply chain operations generate zettabytes of diverse data about customer order changes, real-time tracking of production and shipping operations, and inventory levels. Tons of valuable insights can be derived from this data for future decision-making about customer preferences, production load balancing, shipping cost optimization, and more. With traditional analysis techniques, it may take weeks for that data to be processed to generate any useful insights before they become irrelevant. Decision Intelligence solutions on AWS incorporate use of closed-loop Artificial intelligence operations (AIOps) and Machine learning to monitor and maintain decision models and deliver timely actionable recommendations. This allows stakeholders to make near real-time decisions based on data-driven insights."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence":{"Name":"Manufacturing Intelligence","Description":"Solutions to help  the Head of Manufacturing utilize bespoke AI/ML and/or existing AWS services that enable addressing challenges of semiconductor manufacturing related to yield analysis, quality, asset performance, predictive maintenance, security, robotics, automation and supply chain management."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.defect_detection_for_electronic_products":{"Name":"Defect Detection for Electronic Products","Description":"Rising production costs cut into profit margins for companies that manufacture electronic products. As a result, these companies seek to increase their facilities’ production capabilities and increase production efficiency. They need a way to identify losses, eliminate defects, and improve the quality of production. Defect Detection for Electronic Products solutions on AWS provide near real time defection detection. Once a defect is detected, these solutions send notifications to help companies take corrective actions and minimize product launch delays."},"consumer_packaged_goods.supply_chain.demand_forecasting_and_planning":{"Name":"Demand Forecasting and Planning","Description":"Consumer Packaged Goods (CPG) supply chain leaders can proactively sense consumer demand and improve forecast accuracy by incorporating machine learning (ML) into their planning processes. Demand Forecasting & Planning solutions on AWS provide sophisticated ML and deep learning models that can incorporate detailed internal and external data to improve demand planning and inventory management. These solutions help CPG leaders to maintain a lean inventory in the value chain while managing for potential disruptions across the supply network."},"retail.intelligent_supply_chain.demand_forecasting_and_planning_1":{"Name":"Demand Forecasting and Planning","Description":"Retail organizations need an accurate way to predict future sales using historical data so that they know how much product to produce or stock. Demand Forecasting and Planning solutions use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data and retailer history. These ML algorithms generate high-quality forecasts through “what-if” simulations to help marketing, finance, and other stakeholders align on capacity planning."},"agriculture.supply_chain_2":{"Name":"Supply Chain","Description":"Solutions to help the SVP of Supply Chain improve supply chain performance, with a focus on increasing transparency of their supply chains in support of sustainability efforts, product quality tracking, inventory management, consumer expectations, and production optimization."},"agriculture.supply_chain_2.demand_forecasting_and_planning_2":{"Name":"Demand Forecasting and Planning","Description":"Businesses that are involved with the production and processing of food, or agri-food companies, need an accurate way to use historical data to predict future sales. That way, they can meet demand while controlling working capital investment. Using Demand Forecasting & Planning solutions on AWS, agri-food businesses can implement machine learning in their demand forecasts, which helps improve production lead times and increase operational efficiency."},"supply_chain.planning_and_optimization":{"Name":"Planning and Optimization","Description":"Solutions to help the CSCO deploy new constraint-based planning systems to plan their supply chains and respond to changes in real-time."},"supply_chain.planning_and_optimization.demand_forecasting_and_planning_3":{"Name":"Demand Forecasting and Planning","Description":"Forecasting for future demand is dependent on unpredictable factors such as weather, shipping routes, or global events. Demand Forecasting and Planning solutions use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data and retailer history. These ML algorithms generate high-quality forecasts through “what-if” simulations to help marketing, finance, and other stakeholders align on capacity planning."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1":{"Name":"Supply Chain Management","Description":"Solutions to help the Head of Supply Chain improve margin through improved end to end supply chain operations (sourcing, procurement, supply chain planning & execution functions throughout the value chain) and preventing production disruption due to material shortages."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1.demand_management":{"Name":"Demand Management","Description":"Hi-tech, electronics, and semiconductor companies face unique challenges when they forecast and manage supply chain demand for their products. They can’t always identify end customers or markets. The multi-layered supply chain, including contract manufacturers, distributors, and wholesalers, limits their visibility. Additionally, geopolitics, trade wars, local market conditions, and changing technological needs impact demand management data. Demand Management solutions on AWS use machine learning (ML) algorithms built with internal and external data sources, including macroeconomic data, distribution history, and consumer market trends. By using these solutions, companies can generate high-probability forecasts with “what-if” simulations that help stakeholders visualize capacity planning."},"new_to_aws.apply_machine_learning_ai_ml":{"Name":"Apply Machine Learning (AI/ML)","Description":"This solution area has solutions for use cases related to where & when to apply Machine Learning for new customers to AWS."},"new_to_aws.apply_machine_learning_ai_ml.demand_planning_and_forecasting":{"Name":"Demand Planning and Forecasting","Description":"Without the right tools, it can be difficult to predict your inventory levels, financials, or other resources accurately. Machine learning-based forecasting solutions can help. Demand Planning & Forecasting solutions on AWS use machine learning to predict future time-series data based on historical information, and require no machine learning experience. You can leverage forecasting solutions for inventory planning in retail, or, you may need financial planning to forecast key financial metrics such as revenue, expenses, and cash flow. Resource planning, such as staffing levels and predicting raw material for manufacturing, are also all examples where AWS can help you make predictions."},"travel_and_hospitality.optimize_core_operations.deployment_and_operations_optimization":{"Name":"Deployment and Operations Optimization","Description":"Travel and hospitality (T&H) companies need to optimize the deployment of resources, assets, and people to operate at maximum efficiency. Using Deployment & Operations Optimization solutions on AWS, teams can gain full visibility over their assets and the movement of their resources and inventory. By taking advantage of these solutions, T&H companies can maximize resource usage, reduce resource deployment costs, and improve system resiliency while promoting operational efficiency."},"resilience.observability.detection":{"Name":"Detection","Description":"Detection is key in ensuring your applications are resilient, but is only effective if you're monitoring the right metrics, logs, and traces — key data points in observability. Utilizing instrumentation to understand data associated with the customer experience, scope of the impact, and the operational health is imperative to support failure detection. Use these resilience solutions to strengthen your detection mechanisms."},"new_to_aws.develop_and_deploy_cloud_applications.development_acceleration":{"Name":"Development Acceleration","Description":"Developing new applications can be time consuming, and releasing code with bugs can cause security risks. Customers who are new to the cloud are looking for ways to decrease cloud application development time and detect and remediate bugs in their code. Development Acceleration solutions on AWS harness the power of artificial intelligence and machine learning (AI/ML) to suggest code and detect potential bugs. With these solutions, you can build, and deploy applications faster and more securely."},"application_development_and_devops.modern_application_development.development_environments":{"Name":"Development Environments","Description":"Like any craftsperson, developers understand that their programming tools matter. Development environments on AWS will help you and your team edit code, seamlessly integrate AWS services, and enable easy collaboration with colleagues. Maintain control over your code with a fully functional development workspace that helps you establish reusable configurations, deploy Infrastructure as Code (IaC), and manage versioning and prototypes."},"internet_of_things_iot.edge_and_device_infrastructure":{"Name":"Edge and Device Infrastructure","Description":"Edge & Device Infrastructure (EDI) Use Cases and their corresponding Solution Responses combine hardware, firmware/OS/RTOS, devices/sensor, connectivity, and security infrastructure essential for building, extending, or optimizing IoT solutions. EDI Use Cases are focused on enabling device connectivity and managing fleet of IoT-enabled devices with functions such as OTA management, certificate management, detecting intrusions and security incidents."},"internet_of_things_iot.edge_and_device_infrastructure.device_connectivity":{"Name":"Device Connectivity","Description":"Connecting devices to the cloud requires specialized competencies. The Device Connectivity solutions on AWS provide easy to deploy frameworks incorporating security best practices and accelerate development of scalable connected products."},"retail.smart_stores.device_management":{"Name":"Device Management","Description":"Retailers need efficient device management solutions to ensure that their remote and Internet of Things (IoT) devices, as well as their tablets, phones, and workplace tools are functioning optimally and securely. By adopting the Device Management solutions on AWS, retailers can improve device uptime, increase productivity, reduce costs, keep connected devices secure, and provide a better customer experience."},"enterprise_resource_planning.cloud_migrations_and_operations":{"Name":"Cloud Migrations and Operations","Description":"Solution to help the VP of IT identify the right ERP workload to prioritize, orchestrate and accelerate the migration efforts using optimal solutions"},"enterprise_resource_planning.cloud_migrations_and_operations.devops_and_testing":{"Name":"DevOps and Testing","Description":"Accelerating software delivery while maintaining quality is a key challenge for SAP customers. DevOps & Testing solutions on AWS help SAP customers release new capabilities faster by enabling comprehensive testing environments and robust DevOps practices. This allows for increased delivery speed, smoother releases, and improved software quality."},"automations.low_code_no_code.devops_site_reliability_engineering_sre_and_it_ops_automations":{"Name":"DevOps, Site Reliability Engineering (SRE) and IT Ops Automations","Description":"Engineers responsible for IT operations struggle to optimize time spent on tasks like reviewing support tickets, protecting credentials and other secrets, and securing the software supply chain. DevOps, Site Reliability Engineering (SRE) & IT Ops Automations Solutions on AWS leverage artificial intelligence and observability to detect performance issues and potential vulnerabilities. These specialized task automations enhance operational efficiency and security posture for businesses, automating security checks in CI/CD pipelines to protect production deployments from emerging threats."},"insurance.digital_experience":{"Name":"Digital Experience","Description":"Development of an integrated Omni-Channel Experience platform that showcases to insurance carriers how to build a deploy next-gen call centers and customer portals that share information in real-time, pre-populate forms and auto-complete submissions based on information captured during sessions, and augment the customer experience by recommending next-best action as well as personalizing the digital interaction.  This would leverage Amazon Connect, Textract, Comprehend, Pinpoint, SageMaker, and Lambda functions to create new mobile and call center experience platform centered on differentiating the insurance experience for customers. These and additional AWS and partner services can also be used to drive straight through processing to further enhance the customer experience."},"insurance.digital_experience.digital_and_customer_experience_transformation":{"Name":"Digital and Customer Experience Transformation","Description":"Insurance companies are using solutions on AWS to power their digital transformations, including providing omnichannel sales and service capabilities. Agents, customer service reps, and customers can access real-time, personalized data and tools for service, quoting, and claims through portals, mobile devices, and contact center UIs."},"spatial_computing.spatial_data":{"Name":"Spatial Data","Description":"Solutions to enable the CTO to manage 3D data pipelines through asset management, scalable compute for generative content, and cloud rendering. This optimizes 3D infrastructure, enabling centralized data ingestion, creation, and distribution."},"spatial_computing.spatial_data.digital_asset_management":{"Name":"Digital Asset Management","Description":"Organizations face challenges in managing and distributing spatial data assets across complex processes, leading to data hygiene issues and redundancy that hinder innovation. Digital Asset Management solutions on AWS help organizations simplify data pipelines for ingesting, storing, and managing spatial computing assets like 3D objects, models, scenes, IoT, and geospatial data. By centralizing these assets in one location, organizations can maximize value extraction, reduce redundancy, and leverage AWS infrastructure benefits, ultimately streamlining operations and fostering innovation across varied stakeholders."},"banking.core_banking_modernization.digital_bank_launch":{"Name":"Digital Bank Launch","Description":"Banking customers are looking for more efficient ways to access banking records and complete financial transactions outside of local branches. Using Digital Bank Launch solutions on AWS, banks can capitalize on modern technology to gather important data and drive decision-making. With these solutions, banks can better learn about their customers’ behaviors, take advantage of APIs from other banks, and offer banking services on any device at any time."},"automotive.digital_customer_experience.digital_commerce":{"Name":"Digital Commerce","Description":"Automotive companies are focused on delivering a seamless customer journey. As a result, they are building digital commerce solutions on AWS that make it simpler for drivers to customize and purchase vehicles, accessories, and parts. Using AWS tools, automakers deliver exciting applications and can facilitate a powerful customer experience across channels, including business-to-consumer branded sites and business-to-business operations."},"agriculture.ag_retail":{"Name":"Ag Retail","Description":""},"agriculture.ag_retail.digital_commerce_1":{"Name":"Digital Commerce","Description":"Agricultural companies with retail operations are looking to launch or improve electronic commerce (ecommerce) solutions. These companies include equipment manufacturers, input providers, and ag retailers, all of which supply farmers and ranchers with products and services. Using Digital Commerce solutions on AWS, these companies can quickly launch, refresh, and scale their ecommerce platforms while optimizing the customer experience."},"hi_tech_electronics_and_semiconductor.smart_connected_products.digital_customer_experience":{"Name":"Digital Customer Experience","Description":"Electronic product companies see countless online customer interactions, including direct engagement with a product’s website, indirect engagements through resellers, use of product-associated mobile apps, and social media exchanges. Any virtual customer touchpoint results in data that companies can use to improve the customer experience. Digital Customer Experience solutions on AWS help companies effectively capture and analyze data using smart, cloud-connected devices. This data can provide insights into areas where companies can improve the digital experience for customers."},"justice_and_public_safety.law_enforcement.digital_forensics_and_evidence_management_systems":{"Name":"Digital Forensics and Evidence Management Systems","Description":"During operations and investigations, law enforcement agencies encounter massive amounts of digital evidence. Digital evidence will only keep growing as technology use advances, and these agencies need a way to securely store and manage this amassed data. Digital Forensics & Evidence Management Systems solutions on AWS provide secure, cost-effective, and scalable services to help agencies manage, store, and analyze digital evidence. These cloud-based solutions support data compliance, the preservation of data integrity, and the chain of custody."},"charities_and_membership.donor_experiences":{"Name":"Donor Experiences","Description":""},"charities_and_membership.donor_experiences.digital_fundraising":{"Name":"Digital Fundraising","Description":"Every year, more donors are contributing to Charities and Membership organizations via online channels. Building an effective digital fundraising system is critical to reaching more donors, finding the right grants, and growing a financial support network. These organizations need tools to help them build a more complete understanding of why their donors give and what types of outreach and reporting their donors expect. Digital Fundraising solutions on AWS can help nonprofits engage with donors using their preferred touch points, level of engagement, and donation amounts and frequency."},"engineering_and_design.system_engineering":{"Name":"System Engineering","Description":"Increasing product complexity, heterogeneous tools, silo’ed data and processes across diverse stakeholders has challenged engineering organizations to adopt systems engineering methodology that represents a multi-disciplinary approach to product development lifecycle. Systems engineering involves identification and quantification of system goals, creation of alternative system design concepts, performance of design trades, selection and implementation of the best design, verification that the design is properly built and integrated, and post-implementation assessment of how well the system meets (or met) the goals. System engineering solutions connect data across various digital engineering workloads such as modeling and simulation, lifecycle management (PLM, ALM) and other enterprise systems to create data transparency and efficient collaboration."},"engineering_and_design.system_engineering.digital_thread":{"Name":"Digital Thread","Description":"Customers with siloed enterprise systems are challenged with duplicated efforts, inaccessible data, limited traceability, and reduced collaboration. This causes poor design decisions and inhibits innovation in a competitive market. With an integrated digital engineering architecture, the Digital Thread solutions on AWS seamlessly connect data across multiple enterprise systems and stakeholders. The result: improved data sharing, management, control, traceability, and transparency."},"internet_of_things_iot.industrial_iot":{"Name":"Industrial IoT","Description":"IoT use cases for the VP of Manufacturing Operations that enable manufacturing, logistics, and other industrial customers to optimize operations, improve quality control, and implement predictive maintenance through connected industrial equipment, machinery, and systems."},"internet_of_things_iot.industrial_iot.digital_twin":{"Name":"Digital Twin","Description":"Analyzing and optimizing complex physical systems through traditional methods can be cumbersome and limited in their ability to capture timely insights. Deploying digital twin technology virtually replicates and mirrors the structure and behavior of their physical assets. Through digital twins they can get a simplified visual context of their assets (equipment, sites, products, processes) performance and related processes, saving time and operational costs related to system analysis and optimization. These digital models integrate data across IoT sensors, spatial information, and advanced analytics to provide a holistic view for customers. The AWS Digital Twin Framework provides a unified architecture spanning data collection, spatial data lakes, predictive modeling, and applications that consume and action the data. This framework enables flexible pathways to build and scale digital twin deployments across multiple business outcomes like asset performance management, product and process optimization, engineering design, site layout optimization, and an augmented workforce."},"engineering_construction_and_real_estate.operations_and_maintenance":{"Name":"Operations and Maintenance","Description":"Solutions to help the Head of Operations optimize the performance and use of built infrastructure with a focus on smart buildings, digital twins, energy management, and sustainability."},"engineering_construction_and_real_estate.operations_and_maintenance.digital_twins_for_asset_management":{"Name":"Digital Twins for Asset Management","Description":"Organizations are more frequently using digital twins to better measure, monitor, and manage building use, maintenance needs, and equipment performance. Digital twins can increase operational efficiency by demonstrating how your equipment will function or degrade over time through a digital representation. Digital Twins for Asset Management solutions on AWS provide machine learning, Internet of Things (IoT), artificial intelligence, and advanced modeling techniques to create a dynamic virtual representation of built environments."},"automations.digital_workers":{"Name":"Digital Workers","Description":"Solutions enabling the Head of Automations to deploy digital worker assisted task automations such as document processing and finance business flows, as well as automations for modernization and IT Ops."},"automations.digital_workers.digital_worker_assisted_contact_center":{"Name":"Digital Worker Assisted Contact Center","Description":"Organizations with call centers of more than 2,000 seats aim to optimize operating expenses by reducing average handling time, lowering call abandonment rates, and decreasing agent turnover. Digital Worker Assisted Contact Center solutions on AWS enhance human work through artificial intelligence and machine learning. With these solutions, organizations can create an automated call center that reduces average call handling time and decreases operating expenses for call center-based organizations."},"consumer_packaged_goods.digital_commerce":{"Name":"Digital Commerce","Description":"Solutions to help the VP of Sales create a unified commerce experience moving between different digital channels and physical stores."},"consumer_packaged_goods.digital_commerce.direct_to_consumer_ecommerce":{"Name":"Direct to Consumer eCommerce","Description":"Consumer Packaged Goods (CPG) companies know the importance of attracting new shoppers, building deeper relationships with consumers, and driving direct sales through integrated eCommerce systems. The Direct to Consumer eCommerce solutions on AWS can help companies migrate existing eCommerce systems to the cloud and take advantage of modern, cost-effective cloud services. With these solutions, CPG companies can quickly implement changes, scale up and down more readily, and ensure the best overall customer experience."},"new_to_aws.optimize_it_operations.disaster_recovery":{"Name":"Disaster Recovery","Description":"An unexpected disaster can result in data loss and severely impact business operations. Disaster Recovery solutions on AWS minimize downtime and data loss with fast and reliable recovery of on-premises and cloud-based applications using affordable storage, minimal compute, and point-in-time recovery. These solutions can help you meet your recovery point objective (RPO) and recovery time objective (RTO) to ensure business continuity."},"agriculture.equipment_manufacturing":{"Name":"Equipment Manufacturing","Description":"Solutions to help the SVP of Manufacturing improve quality, cost, and productivity through automation and process optimization."},"agriculture.equipment_manufacturing.discrete_manufacturing_data_framework":{"Name":"Discrete Manufacturing Data Framework","Description":"Ag equipment manufacturers need an efficient, cost-effective way to manage industrial data at scale for their smart-manufacturing solutions. With Discrete Manufactuing solutions, companies can access preconfigured, cloud-based Internet of Things (IoT) applications to support their smart-manufacturing data strategies. With the Discrete Manufacturing Data Framework in place, manufacturers can access, maintain, and manage their data in a centralized AWS account, reducing costs while accelerating innovation."},"travel_and_hospitality.customer_service.disruption_handling_and_communications":{"Name":"Disruption Handling and Communications","Description":"For organizations in the travel and hospitality (T&H) industry, having the ability to manage and support customers during irregular operations, including delays and cancellations, is essential. Disruption Handling & Communications solutions on AWS can help T&H organizations by providing a holistic view of current operations and implications so managers can better predict disruptions, take preemptive measures, and communicate accordingly. With these solutions, companies can reduce disruption impact on customer experience and operation management and lower the overall cost for remediation."},"security_identity_and_compliance.infrastructure_security.distributed_denial_of_service_ddos_protection":{"Name":"Distributed Denial of Service (DDoS) Protection","Description":"Maintaining service availability and defending against volumetric, protocol, and application-layer attacks that attempt to overwhelm and disrupt services is a significant challenge. Distributed Denial of Service (DDoS) Protection Solutions on AWS provide real-time traffic analysis, automatic threat detection, and mitigation at scale, filtering malicious traffic while allowing legitimate requests. These solutions help maintain service availability and provide robust defense against DDoS attacks."},"retail.intelligent_supply_chain.distributed_order_management":{"Name":"Distributed Order Management","Description":"Retailers often face the challenge of coordinating order fulfillment across multiple sales channels in an omni-channel environment. Distributed Order Management solutions on AWS connect disparate channels and enable profitable order fulfillment. By using these solutions, retailers can analyze real-time inventory, optimize logistics, and execute the optimal fulfillment strategy for their customers, whether orders are placed in-store, online, or through mobile devices."},"retail.advanced_data_insights.document_processing":{"Name":"Document Processing","Description":"Retailers are looking for better solutions for processing and managing documents. By using these Document Processing solutions on AWS, businesses can improve the way they manage various documents, including contracts."},"oil_and_gas.downstream.downstream_logistics_optimization":{"Name":"Downstream Logistics Optimization","Description":"The advent of energy-focused cloud technology now gives the Oil & Gas industry the capability to improve the visibility and management of supply chain and logistics operations. Orchestrating critical processes, automating workflows, and allowing cross-functional personnel to work efficiently together are just some of these advantages. The Downstream Logistics Optimization solutions on AWS improve the tracking, analysis, forecasting, and optimization of hydrocarbon operations. By combining geospatial intelligence and machine-learning services, the solutions improve how schedulers, operators, and field personnel manage logistics operations of feeds, intermediates, and products. This improves business costs, field efficiency, and utilization while lowering risk."},"retail.digital_commerce_1.e_commerce_migration":{"Name":"E-commerce Migration","Description":"On-premises infrastructure can present a challenge for businesses in the retail industry that are looking to optimize their ecommerce operations. By migrating to AWS, retailers can experience increased scalability and availability, as well as cost optimization. Using these E-commerce Migration solutions can help businesses focus on their business objectives rather than spending time and resources managing infrastructure."},"consumer_packaged_goods.digital_commerce.ecommerce_migration":{"Name":"eCommerce Migration","Description":"Many Consumer Packaged Goods (CPG) organizations have experienced the challenges of on-premise eCommerce, like limited scaling and availability and high costs. eCommerce Migration solutions on AWS help CPG organizations migrate their eCommerce to the Cloud and away from the difficulties of an on-premise system. With these solutions, CPG organizations can focus on creating a positive brand experience that scales to meet their consumers' expectations and needs."},"hi_tech_electronics_and_semiconductor.design_and_verification.eda_compute_cost_estimation":{"Name":"EDA Compute Cost Estimation","Description":"Electronic design automation (EDA) includes many types of discrete high performance computing (HPC) workloads. As such, estimating costs for running EDA workloads is laborious, requires access to sensitive HPC logs, and is often inaccurate. Semi-manual reporting on EDA workflows can take weeks to complete, while only providing total IT cost estimates. EDA Compute Cost Estimation solutions on AWS give you a detailed, workload-aware cost analysis. With visibility into costs, you can avoid overspending on EDA-related computing."},"internet_of_things_iot.edge_and_device_infrastructure.edge_compute":{"Name":"Edge Compute","Description":"Industrial and enterprise businesses need intelligent applications to be deployed at the edge. The Edge Compute solutions on AWS help customers connect, collect, store, and analyze data at the edge. This set of solution responses supports low-latency, local processing, and intermittent connectivity."},"retail.smart_stores.edge_computing":{"Name":"Edge Computing","Description":"To keep up with the ever-increasing expectations of customers, retailers must invest in their stores to deliver a better customer experience. Using Edge Computing Solutions on AWS, retailers can create a smart-store architecture that runs both cloud and edge workloads and supports advanced capabilities, like Internet of Things and computer vision projects. With these solutions, retailers can deliver unique in-store experiences to customers and automate tasks for peak efficiency."},"travel_and_hospitality.optimize_it":{"Name":"Optimize IT","Description":""},"travel_and_hospitality.optimize_it.edge_operations":{"Name":"Edge Operations","Description":"Travel and hospitality companies want to improve website responsiveness, maintain system functionality, and protect their networks from denial-of-service attacks so they can provide travelers and guests with a seamless digital experience. Edge Operations solutions on AWS offer the redundancy, ultra-low latency, and near real-time responsiveness needed to enable continuity of service. Using Edge Operations solutions on AWS, Travel and hospitality companies can confidently serve their customers from the Cloud, or properties, and reduce costs."},"automotive.vehicle_software_development.edge_software_and_security":{"Name":"Edge Software and Security","Description":"Automotive manufacturers are facing difficulties in transitioning into data-driven organizations. While they want to use data-generated insights to reinvent their product offerings, inefficient data collection and data silos are a few of the reasons why this challenge has been difficult to solve. Edge Data Management solutions on AWS are applicable at all stages of an automotive manufacturer's data journey. These solutions help to streamline challenges ranging from data and video collection to campaign management, enabling the creation of near-real-time insights."},"charities_and_membership.member_experiences":{"Name":"Member Experiences","Description":"Solutions to enable the Chief Digital Officer to provide enhanced digital experiences, programming, resources, and services for their membership, helping them reach new audiences and expand their influence."},"charities_and_membership.member_experiences.educational_content_delivery":{"Name":"Educational Content Delivery","Description":"Professional development and educational initiatives are great incentives for nonprofit members and revenue generators for nonprofit organizations. Educational Content Delivery solutions on AWS help nonprofit organizations create online, scalable, and modern content delivery and educational applications to support their membership and programming offerings. Using guided step-by-step workflows, these solutions streamline the processes for nonprofit organizations to deliver valuable learning content and achieve their annual programming goals."},"travel_and_hospitality.optimize_it.efficient_it_operations":{"Name":"Efficient IT Operations","Description":"Travel and hospitality (T&H) companies are looking for ways to operate more efficiently and keep up to date on the latest technology so that they can continually improve and reinvent their IT. By using Efficient IT Operations solutions on AWS, companies can optimize their IT operations, improving agility and performance through the adoption of technology that drives efficiency and better serves customers. Companies in the T&H industry can acquire and retain top talent, continually reduce IT costs, and engage their workforces by demonstrating a commitment to innovation."},"power_and_utilities":{"Name":"Power and Utilities"},"power_and_utilities.electricity_transmission_and_distribution":{"Name":"Electricity Transmission and Distribution","Description":"Solutions that enable the Chief Operations Officer to drive operational efficiencies by reducing costs, improving reliability, resilience and providing the business with ability to support their decarbonization initiatives."},"power_and_utilities.electricity_transmission_and_distribution.electric_meter_analytics":{"Name":"Electric Meter Analytics","Description":"Most electric utility companies have yet to fully harness the potential of their smart meter data, partly because the data remains trapped within on-premises legacy systems designed primarily for monthly billing processes. Electric Meter Analytics solutions on AWS integrate data from multiple sources, preparing utility companies for the massive data volumes that Advanced Metering Infrastructure (AMI) 2.0 will generate. These solutions offer predictive maintenance, energy efficiency recommendations, volt-var optimization, improved forecasting accuracy, and anomaly detection, helping to modernize systems at the household, circuit, and grid levels."},"hi_tech_electronics_and_semiconductor.design_and_verification.electronic_design_automation_eda":{"Name":"Electronic Design Automation (EDA)","Description":"Semiconductor companies require increasing amounts of compute and storage for electronic design automation (EDA). These companies face challenges in setting up and maintaining hybrid or on-premise solutions. By contrast, cloud-based EDA reduces the effort customers require to achieve their performance and cost goals for the design and verification of semiconductors. AWS Software Partners and AWS Systems Integrator (SI) Partners offer solutions for EDA in the cloud, as well as guidance based on Scale-Out Computing on AWS."},"engineering_and_design.electronics_design":{"Name":"Electronics Design","Description":"Solutions to enable the VP of Engineering to stay at the forefront of technological advancements, deliver innovative and efficient products, and maintain a competitive edge in their respective markets."},"engineering_and_design.electronics_design.electronic_design_automation_eda_1":{"Name":"Electronic Design Automation (EDA)","Description":"Electronics manufacturing organizations require increasing amounts of compute and storage for electronic design automation (EDA). These companies face challenges in setting up and maintaining hybrid or on-premise solutions. By contrast, cloud-based EDA reduces the effort customers require to achieve their performance and cost goals for the design and verification of semiconductors. AWS Software Partners and AWS Systems Integrator (SI) Partners offer solutions for EDA in the cloud, as well as guidance based on Scale-Out Computing on AWS."},"hi_tech_electronics_and_semiconductor.new_product_development.embedded_systems_software_development":{"Name":"Embedded Systems Software Development","Description":"Engineering teams see hardware dependencies as a critical challenge, especially when access to hardware is limited or hardware is under development. Outdated workflows constrain the deployment of software updates, making bug identification difficult unless code is deployed on customer hardware. Embedded Systems Software Development solutions on AWS provide an integrated software-hardware development platform that includes DevOps best practices. These solutions provide access to a large selection of physical devices to address hardware dependencies."},"justice_and_public_safety.emergency_communications.emergency_call_handling":{"Name":"Emergency Call Handling","Description":"In the past, a person responding to an emergency call had to rely solely on the information the caller could provide. This leads to wasted time, especially if the caller is unable to provide accurate information in moments of distress. Emergency Call Handling solutions on AWS enable call takers and first responders to get more information in near real-time, such as a caller’s exact location and environment. This gives first responders the information they need to provide immediate assistance."},"engineering_construction_and_real_estate.design_and_engineering.end_user_computing":{"Name":"End User Computing","Description":"Businesses in the engineering, construction, and real estate industries are looking to simplify deployment, licensing, and access to critical desktop software while improving data security and employee productivity. End User Computing solutions on AWS simplify critical software deployment and access by co-locating end user desktop compute data and creating a more secure and collaborative environment. With these solutions, businesses can spend less on expensive high-performance workstations and standardize software and collaboration efforts."},"security_identity_and_compliance.threat_detection_and_response":{"Name":"Threat Detection and Response","Description":"Solutions to enable a Security Lead to enhance their security posture and streamline security operations by continuously identifying, prioritizing, and remediating security risks, while integrating security practices in the development lifecycle."},"security_identity_and_compliance.threat_detection_and_response.endpoint_detection_and_response_edr":{"Name":"Endpoint Detection and Response (EDR)","Description":"Cybersecurity teams want to detect and respond to advanced threats targeting endpoints in real-time. Endpoint Detection and Response (EDR) Solutions on AWS provide continuous monitoring, automated threat detection, incident investigation capabilities, and guided remediation actions across workstations, servers, and containers. EDR enhances security posture and reduces the risk of data breaches by enabling rapid threat detection and response."},"new_to_aws.improve_security_posture.endpoint_security":{"Name":"Endpoint Security","Description":"As you get started on AWS, you should take measures to protect your resources from cyberthreats. Cyber attackers often target endpoints, such as servers and mobile devices, as entry points into an organization’s network. Endpoint Security solutions help secure managed endpoints, such as desktops, laptops, servers, workstations, and mobile devices, from malicious attacks, both on-premises and in the cloud. These solutions also offer features to investigate and remediate threats."},"internet_of_things_iot.smart_consumer_commercial_products.energy_management":{"Name":"Energy Management","Description":"In order to improve their energy savings, companies must have methods to track their consumption. The Energy Management solutions on AWS include IoT tools, such as ready-made sensors and analytics to help companies optimize their energy consumption and reduce their energy bills. These solutions can be used with or without integration into energy systems, giving organizations both the flexibility and the visibility into their energy consumption."},"consumer_packaged_goods.manufacturing_and_product_development.energy_use_optimization":{"Name":"Energy Use Optimization","Description":"In order to understand end-to-end carbon emissions and reduce energy expenses, Consumer Packaged Goods (CPG) companies need to monitor and analyze manufacturing operations —including water usage, energy consumption, transportation costs, and greenhouse gas emissions. But many lack the tools they need to identify savings opportunities, prioritize interventions, or measure and verify performance. By using Energy Use Optimization solutions on AWS, organizations can track energy use and their CFPs, implement targeted efficiency measures, and reduce overall energy and emissions while driving sustainable cost reductions."},"sustainability.biodiversity_natural_resources":{"Name":"Biodiversity & Natural Resources","Description":"Environmental conservation, preservation of natural stocks, and maintenance of ecosystem services. Protection of watersheds, freshwater resources, biodiversity, and natural forests are examples of natural resource management. Land use transformation is the primary source of nature loss, declining biodiversity, and access to freshwater."},"sustainability.biodiversity_natural_resources.energy_use_optimization_1":{"Name":"Energy Use Optimization","Description":"Leaders in manufacturing and industrial organizations need to optimize their energy consumption to lower both their costs and their carbon footprint (CFP). But many lack the tools they need to identify savings opportunities, prioritize interventions, or measure and verify performance. By using Energy Use Optimization solutions on AWS, organizations can track energy use and their CFPs, implement targeted efficiency measures, and reduce overall energy and emissions while driving sustainable cost reductions."},"consumer_packaged_goods.manufacturing_and_product_development.engineering_design_desktop":{"Name":"Engineering & Design Desktop","Description":"The Consumer Packaged Goods (CPG) industry continues to modernize and that includes providing robust remote capabilities for their operations and administrative teams. Engineering & Design Desktop solutions on AWS enable companies to facilitate remote workforce collaborations to improve productivity, while also meeting security and performance requirements. With these solutions, CPG companies can empower designers and engineers to work remotely without having to worry about aging infrastructure, while administrators can centrally manage capabilities in a cost-effective way."},"agriculture.equipment_manufacturing.engineering_design_applications":{"Name":"Engineering Design Applications","Description":"For agricultural companies with a remote engineering workforce, cloud-hosted workstations present an opportunity to improve productivity. Using Engineering Design Applications & Desktop solutions on AWS, employees can quickly provision the tools that they need to perform their work without worrying about aging infrastructure. Using these solutions, agricultural businesses can improve collaboration between remote workers and boost productivity while meeting security and performance requirements."},"manufacturing_industrial.engineering_and_development_1.engineering_design_applications_and_desktops":{"Name":"Engineering Design Applications and Desktops","Description":"Industrial companies have the opportunity to improve productivity through remote work by giving employees access to cloud hosted engineering workstations. Engineering Design Applications & Desktop solutions on AWS let employees provision tools through the engineer solution portal without having to worry about aging infrastructure. Administrators also have the ability to centralize and manage this capability in a cost-effective way. Using these solutions helps businesses facilitate remote workforce collaboration, resulting in improved productivity, while also helping them meet security and performance requirements."},"aerospace_and_satellite.engineering_research_and_development.engineering_design_applications_and_desktops_1":{"Name":"Engineering Design Applications and Desktops","Description":"Aerospace companies have the opportunity to improve productivity through remote work by giving employees access to cloud hosted engineering workstations. Engineering Design Applications & Desktop solutions on AWS let employees provision tools through the engineer solution portal without having to worry about aging infrastructure. Administrators also have the ability to centralize and manage this capability in a cost-effective way. Using these solutions helps businesses facilitate remote workforce collaboration, resulting in improved productivity, while also helping them meet security and performance requirements."},"credit_unions.member_experiences_1.enhance_unify_and_leverage_data":{"Name":"Enhance, Unify and Leverage Data","Description":"Credit unions want to understand their members better and deliver solutions that add meaningful value to the customer experience. Keeping up with the evolving needs of members is key to attaining and maintaining engagement. With the Enhance, Unify & Leverage Data solutions on AWS, credit unions can gather and centralize data, fill in gaps of information, and enhance datasets for their members. By unifying data from disparate systems, credit unions can create a single source of truth and then build visuals to help them improve engagement and better understand their members."},"credit_unions.it_optimization_1":{"Name":"IT Optimization","Description":"Solutions to help Chief Operating Officer in reducing technology costs and to keep IT modern, scalable, and efficient. Support continuity for business processes and procedures with efficient, effective, and resilient technology."},"credit_unions.it_optimization_1.enterprise_application_modernization":{"Name":"Enterprise Application Modernization","Description":"Migrating to Amazon Web Services (AWS) unlocks efficiencies and operational benefits. From lower costs to increased speed, AWS helps Credit Unions focus more on their core competencies and helps reimagine how they work and innovate. Credit Unions can migrate any workload including enterprise applications for CRM, HCM, workflow management, Accounting, and many more."},"storage.specialized_applications_and_advanced_processing.enterprise_applications_with_file_or_block_storage":{"Name":"Enterprise Applications with File or Block Storage","Description":"Managing data for enterprise applications can be complex and costly. AWS offers enterprise SAN storage solutions for a variety of applications and databases that require enhanced increased performance, simplicity, and resilience. These solutions provide scalable and cost-effective storage options that improve data management and enhance application performance, enabling businesses to efficiently migrate and run their enterprise applications."},"manufacturing_industrial.engineering_and_development_1.enterprise_product_lifecycle_management":{"Name":"Enterprise Product Lifecycle Management","Description":"For industrial companies, it's important to scale product lifecycle management (PLM) infrastructure performance to support the requirements of concurrent engineering teams. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"insurance.modern_data_platforms":{"Name":"Modern data platforms","Description":"Development of a platform to capture Policy, Billing, and Claims transaction data into a data lake (S3) and structured data environment (DynamoDB, Redshift), and align that data to industry standards (ACORD).  Enable the capture and integration of 3rd party data, extract additional information from unstructured (document/forms, communications) and semi-structured data data sources, and create a simplified data reporting and analytics environment that minimizes ETL / data transformation, and allows business users to create business reporting and analytics on a self-service basis."},"insurance.modern_data_platforms.enterprise_reporting_and_analytics":{"Name":"Enterprise Reporting and Analytics","Description":"To enhance enterprise reporting and analytics, many insurance carriers face the challenge of structuring information for reports, re-creating business logic, and delivering consistent metrics and insights across business silos. Digital transformation drives the ability of companies to harness data and manage and improve their business reporting. Using AWS services and AWS partners, users can deploy advanced reporting and analytics solutions."},"oil_and_gas.downstream.equipment_health_and_maintenance":{"Name":"Equipment Health and Maintenance","Description":"Downstream refining and manufacturing facilities always seek to improve equipment reliability, performance, and maintenance costs to maximize profitability and business value. However, aging operational equipment and resource-intensive maintenance activities pose a risk both to field personnel and to downstream enterprises as a whole. Equipment Health and Maintenance solutions on AWS provide predictive analytics that gather and analyze equipment process data in near real time and generate data-driven insights for downstream-refining enterprises. With these solutions, downstream refining and manufacturing facilities can better predict potential equipment failures and develop preventative maintenance strategies, improving their efficiency and minimizing unplanned downtimes."},"oil_and_gas.upstream":{"Name":"Upstream","Description":"Upstream Oil &  Gas, also known as the exploration and production (E&P) sector, forms the foundation of the oil and gas industry and historically contributes about 75% of the industry's EBITDA. Upstream involves searching for potential underground or underwater crude oil and natural gas fields, drilling exploratory wells, and operating wells to recover and bring crude oil or raw natural gas to the surface. The upstream sector is characterized by high risk, capital intensity, and vertical differentiation. The industry segment faces significant pressure to invest in technologies that can reduce costs, improve operational and health, safety, and environment (HSE) standards, and create a more agile environment to deal with price volatility and unpredictable market conditions. Amazon Web Services (AWS) can help accelerate their digital transformation so companies remain competitive in a changing energy landscape ."},"oil_and_gas.upstream.equipment_health_and_performance_optimization":{"Name":"Equipment Health and Performance Optimization","Description":"Oil and gas wellsites include millions of pieces of equipment that support the production of hydrocarbons. For upstream oil and gas operators to achieve their daily production targets, this equipment must continuously run at optimal performance. Equipment Health and Performance Optimization solutions on AWS provide near-real-time visibility into equipment health and performance. Using the data generated from these solutions, oil and gas companies can predict equipment failure days or even weeks in advance and optimize their equipment to improve performance and lengthen their usable lifespans."},"sustainability.esg_reporting_insights.esg_reporting_disclosures":{"Name":"ESG Reporting & Disclosures","Description":"In response to a changing business landscape, organizations in every industry are moving into compliance with environmental, social, and governance (ESG) frameworks. However, many find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risks with the regularity and rigor required by their stakeholders. By using ESG Reporting & Disclosure solutions on AWS, those overseeing sustainability efforts can unify ESG data from multiple sources, simplify reporting, and help their organizations progress toward their sustainability targets."},"consumer_packaged_goods.supply_chain.esg_reporting_and_disclosures":{"Name":"ESG Reporting and Disclosures","Description":"Both consumers and regulatory bodies are moving consumer goods companies towards disclosures with Environmental, Social, and Governance (ESG) frameworks. But many consumer goods companies find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risk with the regularity and rigor required by their stakeholders. ESG Reporting & Disclosures solutions on AWS help consumer goods sustainability leaders unify ESG data from multiple sources, simplify reporting, and progress towards sustainability targets."},"retail.merchandising_and_planning":{"Name":"Merchandising and Planning","Description":"Solutions to help the CMO with merchandising, replenishment, space, promotion, category, and vendor management so they can provide the right products at the right place at the right time."},"retail.merchandising_and_planning.esg_reporting_and_disclosures_1":{"Name":"ESG Reporting and Disclosures","Description":"Both consumers and regulatory bodies are moving retailers towards disclosures with Environmental, Social, and Governance (ESG) frameworks. But many retailers find it challenging to gather the necessary data, meet reporting requirements, and manage ESG risk with the regularity and rigor required by their stakeholders. ESG Reporting & Disclosures solutions on AWS help retail sustainability leaders unify ESG data from multiple sources, simplify reporting, and progress towards sustainability targets."},"resilience.posture_analysis":{"Name":"Posture Analysis","Description":""},"resilience.posture_analysis.evaluate_and_track_application_resilience":{"Name":"Evaluate and Track Application Resilience","Description":"Establishing continuity of operations goals, such as your recovery time objectives (RTO) and recovery point objectives (RPO), is important in defining how quickly your application needs to recover and how much data loss it can tolerate. However, analyzing your architecture to see if you can meet those goals is as important. Use these resilience solutions to better understand your resilience posture."},"application_development_and_devops.application_architecture.event_driven_architecture_eda":{"Name":"Event-Driven Architecture (EDA)","Description":"Event-driven architecture (EDA) enables you to build scalable, resilient applications that engage users with more responsive experiences. Event-driven architecture solutions support your modern microservices architecture by detecting and routing events between applications to the right end-points for communication. These solutions use web and mobile back-ends, software-as-a-service (SaaS) application integration, and automated business workflows and infrastructure, giving you increased developer agility, more scalable and resilient apps, and lower total cost of ownership (TCO)."},"security_identity_and_compliance.threat_detection_and_response.extended_detection_and_response_xdr":{"Name":"Extended Detection and Response (XDR)","Description":"Organizations want to detect and respond to complex, multi-stage attacks across different environments. Extended Detection and Response (XDR) Solutions on AWS correlate data from endpoints, networks, cloud workloads, and applications to provide comprehensive threat detection and automated response capabilities, enabling organizations to enhance their security posture and improve operational efficiency."},"aerospace_and_satellite.manufacturing_1.factory_visibility_and_decision_prediction":{"Name":"Factory Visibility and Decision Prediction","Description":"For leaders at the plant or division level, it’s challenging to get data visibility across multiple factories, especially when data is stored in silos. Leaders often request that employees manually pull data into presentations or analytics dashboards, but these tools provide only a surface-level view. Factory Visibility & Decision Prediction solutions on AWS link all data source systems and generate predictive and actionable insights from data. With this visibility, leaders can make informed decisions that drive their factory operations."},"resilience.disaster_recovery.failover_and_failback":{"Name":"Failover and Failback","Description":"When an impairment occurs in a resource or an availability zone, it is imperative to fail over to a healthy resource that can continue to serve requests. After a failure, one of the most challenging parts of the recovery process is restoring your application to its original state. Data consistency can be particularly challenging to achieve. Use AWS resilience solutions to ensure your system can failover with ease, meet your recovery point objectives (RPO) and recovery time objectives (RTO), and maintain continuity of operations."},"automations.continuous_planning.finance_planning_automations":{"Name":"Finance Planning Automations","Description":"Finance leaders across every industry face increasing expectations to quickly react to market changes and make informed decisions. Finance Planning Automations on AWS allow organizations to leverage a self-service modelling platform that links strategic, financial, and operational data and processes. With these solutions, organizations can drive effectiveness and efficiency across planning processes, support seamless data integration and user adoption, and deliver up-to-the-minute reporting with confidence."},"capital_markets.financial_data_risk_and_research.financial_data_management":{"Name":"Financial Data Management","Description":"Capital markets customers see data as currency and require clean financial data and high-quality management tools to achieve success. Financial Data Management solutions on AWS help investment banks, hedge funds, and more to better manage and understand their data with scalable, agile cloud-based technologies. Using these solutions, customers can achieve good data governance, me"},"banking.finance_and_risk_transformation":{"Name":"Finance and Risk Transformation","Description":"Solutions to help Chief Financial officer to improve accuracy of analysis and help meet changing business and regulatory requirements"},"banking.finance_and_risk_transformation.financial_modeling":{"Name":"Financial Modeling","Description":"Risk analysts within banks use large volumes of internal and external data to run forecasting and calculations under various scenarios. When analysts run these calculations fast with no failures, they can better manage risk and respond to changing market conditions. One method that financial institutions use is grid computing, which involves multiple computers working together in networks to accomplish joint tasks. Using the Financial Modeling solutions at AWS, financial institutions can calculate risk, value portfolios, and provide reports to their internal control functions and external regulators."},"networking":{"Name":"Networking"},"networking.network_security":{"Name":"Network Security","Description":""},"networking.network_security.fine_grained_access_controls":{"Name":"Fine-Grained Access Controls","Description":"Subtle control of network protections for a cloud computing environment is essential to control threats and enable authenticated access. Solutions for Fine-Grained Access Controls on AWS help you setup and automatically scale network traffic with flexible rules engines or import your own rule sets from common open-source formats or third-party partners."},"internet_of_things_iot.connected_vehicles":{"Name":"Connected Vehicles","Description":"IoT use cases for the CTO of Head of Engineering that deliver solutions for vehicle telematics, fleet management, and connected vehicle services to enhance safety, efficiency, and user experience."},"internet_of_things_iot.connected_vehicles.fleet_management":{"Name":"Fleet Management","Description":"Managing hundreds to millions of connected devices is complicated and error prone. Fleet Management solutions on AWS allow connected device fleet operators to manage devices at scale and securely. These solutions support monitoring status, managing firmware updates, remote troubleshooting and security posture of connected devices at scale."},"retail.smart_stores.footfall_analytics":{"Name":"Footfall Analytics","Description":"Retailers today face the challenge of truly understanding their customers' in-store behavior and preferences. Footfall Analytics solutions on AWS use advanced technologies, including phone tracking, video surveillance, and people-counters, to automatically collect valuable insights such as heatmaps, dwell time, and traffic flow. This data allows retailers to enhance the overall customer experience and drive increased average basket sizes, leading to more informed decision-making and tailored offerings that resonate with their target audience."},"machine_learning_ai_ml.predictive_analytics":{"Name":"Predictive Analytics","Description":"Solutions to help the VP of Engineering forecast future outcomes from historical data and develop algorithms that optimize decision making, trend identification and pattern recognition thereby minimizing risks and enhancing efficiency."},"machine_learning_ai_ml.predictive_analytics.forecasting":{"Name":"Forecasting","Description":"Forecasting Solutions extend the capability of Amazon Forecast - a fully managed service that uses statistical and machine learning algorithms to deliver highly accurate time-series forecasts. Forecasting Solutions offer planning for common use cases in Retail, Supply Chain, resource and operational planning to predict future time-series data based on historical data and require no machine learning experience."},"credit_unions.digital_banking.fraud_and_risk_management":{"Name":"Fraud and Risk Management","Description":"Credit unions have been increasingly adopting digital tools and services to interact with members, a trend accelerated by the COVID-19 pandemic. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving credit unions to implement fraud detection solutions. Using the Fraud & Risk Management solutions on AWS, credit unions combat the acceleration of fraud with machine learning that relies upon internal and external data sources to verify identity and authenticate members."},"banking.fraud_and_financial_crimes_prevention.fraud_detection":{"Name":"Fraud Detection","Description":"Banks have been increasingly adopting digital tools and services to interact with customers, a trend accelerated by the COVID-19 pandemic. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving banks to implement fraud detection solutions. Using the Fraud Detection solutions at AWS, banks combat the acceleration of fraud with machine learning that relies upon internal and external data sources to verify identity and authenticate customers."},"machine_learning_ai_ml.application_development.fraud_detection_1":{"Name":"Fraud Detection","Description":"Fraud can be a major source of cost and disruption for your organization. Observing, tracking, inspecting, and analyzing behaviors needs to be done across multiple channels (customers, employees, vendors) to identify the right and wrong trends and understand where intervention should be applied. Understanding where vulnerabilities exist and closing them through at-scale analysis reduces the risk of fraud."},"retail.digital_commerce_1.fraud_detection_and_prevention":{"Name":"Fraud Detection and Prevention","Description":"Retailers are in a continuous battle with bad actors perpetrating fraud. Additionally, automated bots can adversely impact the customer experience of a website, either by overloading the website or by allowing bots to buy limited-quantity items that will then be resold at higher prices. Using Fraud Detection & Prevention solutions on AWS, retailers can combat the many forms fraud using the latest technologies while maintaining high customer-service levels."},"public_finance.central_banks_and_financial_regulators.fraud_detection_and_prevention_1":{"Name":"Fraud Detection and Prevention","Description":"Public financial institutions, such as securities organizations, have been increasingly adopting digital tools and services to interact with customers, a trend accelerated by the adoption of digital assets. At the same time, an increase in fraudulent activities perpetrated by bad actors is driving public financial institutions to implement fraud detection solutions. Using the Fraud Detection solutions on AWS, public financial institutions can combat the acceleration of fraud with machine learning utilizing internal and external data sources to verify transactions and users."},"payments":{"Name":"Payments"},"payments.fraud_detection_prevention":{"Name":"Fraud Detection & Prevention","Description":"Solutions to help Chief Risk Officer to better run KYC/AML, authentication, manage fraud, improve authorization rates, and reduce false positives."},"payments.fraud_detection_prevention.fraud_prevention":{"Name":"Fraud Prevention","Description":"Payment fraud is a growing concern for both consumers and financial institutions. Left unchecked, fraud erodes trust and undermines the confidence of the financial industry. With the help of machine learning, financial institutions can quantify the level of risk in a transaction using fraud scoring, and prevent payment fraud before it happens. By leveraging first-party and third-party data, such as device intelligence, Fraud Prevention solutions on AWS enhance fraud detection and prevention for financial institutions. The real-time use of data and fraud scoring helps minimize risk for the institution and maximizes trust with the consumer."},"retail.smart_stores.frictionless_checkout":{"Name":"Frictionless Checkout","Description":"Shoppers are frequently frustrated by long checkout lines, so retailers look for ways to optimize the checkout process.  Many solutions are possible, one of which is avoiding the checkout process completely. Using Frictionless Checkout solutions on AWS enables shoppers to “just walk out” and negates the need for checkout, making for a better customer experience."},"games_1.player_acquisition_engagement_and_monetization.game_analytics_and_player_360":{"Name":"Game Analytics and Player 360","Description":"Modern video games generate vast amounts of data, making insight extraction challenging. Game Analytics and Player 360 solutions on AWS help developers and publishers quickly deploy specialized data analysis systems that scale automatically with data volume. These tools allow rapid deployment of data pipelines, accelerate decision-making, and free up talent to derive insights rather than process data. The result is improved data quality, advanced analytics capabilities, and more personalized player experiences, ultimately leading to better games and increased player satisfaction."},"games_1.game_backend_and_infrastructure":{"Name":"Game Backend and Infrastructure","Description":"Solutions to enable the Tech Director to run games in the cloud at scale with secure, elastic compute capacity, reducing development time, and delivering game functionality that improves player experience."},"games_1.game_backend_and_infrastructure.game_backend_as_a_service":{"Name":"Game Backend as a Service","Description":"Game studios need the ability to quickly and continuously update content, monitor their connected games, and keep players engaged without having to worry about downtime or degrading the player experience. Achieving these goals requires multiple game services. With Games Backend as a Service solutions on AWS, studios can configure and deploy game services to speed up time to market, increase interoperability between first- and third-party services, and scale their connected games to match player demand."},"games_1.game_backend_and_infrastructure.game_infrastructure_for_session_based_games":{"Name":"Game Infrastructure for Session-Based Games","Description":"For online programming and LiveOps teams in the game industry, it can be a challenge to design, deploy, and operate dedicated server solutions to support highly variable global game traffic for session-based games. With these solutions on AWS, organizations can configure and deploy session-based game server infrastructure that delivers globally distributed capacity. Game Infrastructure for Session-Based Games solutions provide reliable and low-latency experiences for players while elastically scaling to match player traffic."},"justice_and_public_safety.emergency_communications.geographic_information_systems_gis":{"Name":"Geographic Information Systems (GIS)","Description":"Inaccurate location data delays public safety response, jeopardizing our communities. Without having location data readily available, emergency communications specialists cannot dispatch emergency response teams as soon as they are needed. Geographic Information Systems (GIS) solutions on AWS use modern GIS and location services to transmit critical location data to first responders, overlaid with information such as responder locations and floor plans. These services can translate implicit geographic data to an explicit map location, expediting emergency response."},"landing_zones":{"Name":"Landing Zones"},"landing_zones.environments":{"Name":"Environments","Description":"Solutions that enable a Cloud Architect to build and operate a flexible, scalable, and secure cloud environment based on the unique requirements of their organization."},"landing_zones.environments.getting_started":{"Name":"Getting Started","Description":"When establishing a cloud environment, a number of decisions must be made across multiple areas. By utilizing the Getting Started solutions, you can choose a default path to quickly get your cloud environment up and running and minimize the number of decisions you need to make. These solutions walk you through a set of initial capabilities so you can get started building your AWS Environment."},"databases.high_availability_security_resiliency":{"Name":"High Availability, Security & Resiliency","Description":""},"databases.high_availability_security_resiliency.global_and_multi_region_databases":{"Name":"Global and Multi-Region Databases","Description":"As it becomes increasingly common for data to exist across multiple regions worldwide, enable active-passive, multi-regional databases to reduce read latency and simplify access management rules and roles for globally dispersed data. Automatically provision and configure all the services necessary to replicate and deploy copies of data to local regions for multi-regional applications or distributed teams or create a global view of applications across multiple regions. Maintain data in an environment that is accessible from anywhere, maintains regional rules, and can be easily operationalized across the globe."},"aerospace_and_satellite.application_development_1.global_navigation_satellite_systems":{"Name":"Global Navigation Satellite Systems","Description":"To make data-driven decisions in real time, companies need satellite services that they can use without having to first write code. Global navigation satellite systems (GNSS) solutions improve the accuracy, availability, and distribution of satellite data. These solutions combine multiple sources of global navigation data and software packages, to simplify application development and reduce costs on satellite systems."},"capabilities.governance_risk_and_compliance.governance":{"Name":"Governance","Description":"When you need to implement internal policies that your AWS cloud environment must adhere to, it is vital to implement policies and governance rules to reflect your business needs. The Governance capability helps you establish internal policies and governance rules. As your cloud foundation matures, a portion of this capability is embedded into all the other capabilities in your environment to ensure adherence to governance requirements."},"public_finance.central_banks_and_financial_regulators.greening_the_financial_system":{"Name":"Greening the Financial System","Description":"Central banks are tasked with implementing policies for financial institutions, making these banks ideal drivers of sustainable financial practices. Cloud-based analytics and machine learning (ML) tools can help institutions track their carbon footprint and identify opportunities for emissions reduction. Central banks can use Greening the Financial System solutions on AWS to promote sustainable investing. These solutions can help financial institutions optimize energy consumption of data centers and evaluate environmental, social, and governance (ESG) performance of companies in which they invest."},"aerospace_and_satellite.space_command_and_control":{"Name":"Space Command and Control","Description":"Solutions to enable the VP of IT to build a secure, and rapidly deployable command & control infrastructure to scale operations."},"aerospace_and_satellite.space_command_and_control.ground_station":{"Name":"Ground Station","Description":"AWS Ground Station is a fully managed service that lets you control satellite communications, process data, and scale your operations without having to build or manage your own infrastructure. Satellites are used for weather forecasting, surface imaging, communications, video broadcasts, and more. You have direct access to the AWS global infrastructure including a low-latency, global fiber network, no long-term commitments, and the ability to scale your satellite communications on-demand when you need it."},"healthcare.analytics_and_ai_ml":{"Name":"Analytics and AI/ML","Description":"Solutions that meet business demands for analytics capabilities and applying machine learning to help their organizations shift the way they operate in response to healthcare reform."},"healthcare.analytics_and_ai_ml.health_datasets":{"Name":"Health Datasets","Description":"As research across the healthcare and life science fields continues to rapidly expand, organizations need tools to quickly gather insights from the abundance of health data. Health Datasets solutions on AWS can optimize healthcare research and operations by leveraging high quality, third party datasets and machine learning to understand trends and gain insights to improve processes and patient care."},"databases.high_availability_security_resiliency.high_availability_data_and_failover":{"Name":"High Availability Data and Failover","Description":"Demand on data can be intense with high expectations of availability. Ensure your data is always delivered to your users at the scale and speed necessary to power your applications and serve your customers, whatever the volume or performance demands put upon it. Engage tools such as high performance databases for fast delivery, automated redundancy to support always available data, and failover mechanisms to ensure continuous delivery. Always available, fast data access will provide you an edge in resiliency whether delivering data to business intelligence, mobile, web-based, or any other applications."},"research_1.time_to_science":{"Name":"Time to Science","Description":"Solutions to support Chief Technology Officer in accelerating focus on research"},"research_1.time_to_science.high_performance_compute":{"Name":"High Performance Compute","Description":"Nonprofit research organizations often face uncertainty when predicting how much data their work will produce. They must also consider what compute resources they will need to run the complex analytics that make use of that data. High Performance Compute solutions on AWS can help leaders support their evolving compute needs to deliver on mission. These solutions scale with demand, so leaders can provide the right amount of resources to researchers as soon as they need them."},"life_sciences":{"Name":"Life Sciences"},"life_sciences.research_and_development":{"Name":"Research and Development","Description":"Solutions to enable the VP of Research & Development to advance drug candidates into development faster, by securing research collaborations between global teams and integrating research environments, all while remaining compliant."},"life_sciences.research_and_development.high_throughput_modeling_and_screening":{"Name":"High Throughput Modeling and Screening","Description":"Solutions for high-throughput modeling & screening are a crucial factor in enabling biopharma organizations to quickly identify therapeutic targets and/or candidates. AWS solutions enable these organizations to accelerate their processes by automating the screening or modeling of drug targets and candidates with high-performance computing and machine learning capabilities."},"capital_markets.financial_data_risk_and_research.historical_data":{"Name":"Historical Data","Description":"Capital markets firms utilize historical financial data to meet their data consumption, production, and distribution objectives. For example, Data Distribution solutions on AWS focus on the need for institutions to build and maintain infrastructure for data storage, delivery, billing, and entitling. With these solutions, capital markets firms can look forward to optimizing infrastructure, maximizing compliance, and minimizing costs by reducing complexity in consuming data from multiple third-party providers and simplifying implementation."},"storage.cloud_infrastructure":{"Name":"Cloud Infrastructure","Description":"Efficient data migration and cloud infrastructure."},"storage.cloud_infrastructure.hybrid_cloud_storage":{"Name":"Hybrid Cloud Storage","Description":"Organizations face the challenge of managing growing data volumes across on-premises and cloud environments while controlling costs. Hybrid Cloud Storage solutions on AWS help unify data management across these different environments through a single, integrated approach. This enables organizations to optimize storage costs while maintaining data accessibility and flexibility, regardless of where their data resides."},"new_to_aws.improve_security_posture.identity_and_access_management":{"Name":"Identity and Access Management","Description":"Unauthorized access can pose a risk to security, expose sensitive information, and result in data breaches. Managing workflows to provide secure and compliant access for your workforce can be manual, error-prone, and challenging. Identity & Access Management solutions on AWS provide secure access for your workforce in addition to features such as single sign-on, multifactor authentication, consolidated directories, and automated management of the employee lifecycle related to identity and access management."},"advertising_and_marketing.privacy_enhanced_data_collaboration.identity_and_transcoding_for_advertising":{"Name":"Identity and Transcoding for Advertising","Description":"Identity service providers want to help media publishers, advertisers, advertising technology and marketing technology companies connect and analyze their first-party data on a person- or household- basis for the purposes of planning, activating and measuring advertising and marketing campaigns. Solutions for Identity & Transcoding for Advertising enable identity service providers to deploy their services — and for their customers to integrate those services — into existing advertising and marketing workflows in a streamlined manner."},"payments.fraud_detection_prevention.identity_authentication":{"Name":"Identity Authentication","Description":"Identity authentication, such as multifactor and two-factor authentication, help protect a customer’s personal information. However, authentication may interrupt a customer’s digital experience. For example, authentication can affect the online payment flow, potentially causing a customer to abandon a purchase at checkout. Identity Authentication solutions on AWS enable modern authentication methods to help streamline the authentication process based on the profile of a particular transaction. These solutions help you deliver a smoother digital experience without compromising customer security."},"capabilities.security.identity_management_and_access_control":{"Name":"Identity Management and Access Control","Description":"An organization without access controls and a structured cloud environment welcomes risk. Following the principal of least privilege (PoLP), the Identity Management & Access Control (IMAC) capability helps teams develop a framework to manage their environments by helping them build and monitor their cloud framework with defined, isolated groups. Use this capability to establish and monitor identity in your environment through fine-grained access control for your users, applications, and devices."},"payments.fraud_detection_prevention.identity_verification":{"Name":"Identity Verification","Description":"In an increasingly digital world, payment institutions are seeking ways to speed up the process of onboarding customers or merchants and reducing the time from weeks to hours. To protect customer identities, however, financial institutions must balance ease of verification with security. Identity Verification solutions allow financial institutions, merchants, and fintech companies to minimize friction as part of the consumer or merchant onboarding process, enabling a seamless digital experience."},"machine_learning_ai_ml.application_development.identity_verification_1":{"Name":"Identity Verification","Description":"In-person user identity verification is slow to scale, costly, and high friction for users. *Artificial intelligence-powered* recognition and analysis capabilities can be added to onboarding and authentication workflows to verify users' identities and detect fraudulent and duplicate accounts in real-time. As a result, user experience is improved, fraud is reduced, and verification costs are lowered."},"retail.digital_commerce_1.immersive_retail":{"Name":"Immersive Retail","Description":"Many retailers are looking for ways to improve the shopping experience and help the customer asses products. The increasing demand for customers to have a comprehensive understanding of the products they intend to purchase has led to a shift in customer expectations. This is accelerating the need for retailers to provide 3D product previews and virtual stores for their customers. But retailers often don't have the tools or resources to do this efficiently or in a way that is easy to scale. Immersive Retail solutions on AWS allow retailers to easily create 3D product previews and virtual stores, helping retailers increase sales while decreasing returns."},"security_identity_and_compliance.threat_detection_and_response.incident_response":{"Name":"Incident Response","Description":"Incident Response focuses on the integrated management and coordination of security incidents across AWS environments. This includes comprehensive incident preparation, detection, analysis, containment, eradication, and recovery capabilities. Solutions in this category provide automated incident response workflows, integration with AWS Security services, and coordinated response actions between customer teams and AWS. These solutions help organizations establish structured incident response processes, maintain response readiness, manage security incidents effectively, and improve their security posture through post-incident analysis and reporting. Key capabilities include incident response team management, playbook automation, evidence collection, incident escalation, and post-incident reporting to help organizations respond quickly and effectively to security threats while maintaining compliance with security requirements."},"migration_and_modernization.application_modernization":{"Name":"Application Modernization","Description":"Solutions to help the CIO with application modernization"},"migration_and_modernization.application_modernization.incremental_refactoring_to_microservices":{"Name":"Incremental Refactoring to Microservices","Description":"Refactoring allows you to take full advantage of the AWS cloud to improve agility, performance, and scalability. While refactoring can provide many benefits, the process can be complex, time-consuming, and risky, particularly if done all at once (big bang). Incremental Refactoring to Microservices solutions on AWS help to simplify and accelerate refactoring, while ensuring minimal impact to application consumers. With these solutions, you can reduce the undifferentiated heavy lifting of building and operating AWS infrastructure for incremental refactoring. You can also reduce risk when evolving applications into microservices or extending existing applications with new features written in microservices."},"consumer_packaged_goods.manufacturing_and_product_development.industrial_data_fabric":{"Name":"Industrial Data Fabric","Description":"Consumer Packaged Goods (CPG) manufacturers often need self-service tools to create near-real-time insights that can be integrated with plant floor equipment and IT systems. Industrial Data Fabric solutions on AWS pull disparate data sources into a central repository, apply analytics such as anomaly detection algorithms, and create API endpoints that can interact with controllers, alarms, and other shop floor IT systems. With these solutions, CPG engineers can improve efficiency, processes, and performance at scale."},"manufacturing_industrial.smart_manufacturing_1":{"Name":"Smart Manufacturing","Description":""},"manufacturing_industrial.smart_manufacturing_1.industrial_data_fabric_1":{"Name":"Industrial Data Fabric","Description":"Operations Leaders at Manufacturing & Industrial companies struggle with disconnected, sprawling, and siloed data sources from assets, processes, materials & people. These data sources were not designed to work together, making it challenging to solve business problems and make informed decisions with data. Industrial Data Fabric solutions on AWS help you create the data management architecture that enables scalable, unified, and integrated mechanisms to harness data as an asset. By providing economical, secure, and easy access to high quality datasets, these solutions enable business leaders to build the foundation for digital industrial transformation and optimize operations across many cases such as in quality, maintenance, materials management, and process optimization."},"defense_and_national_security.mission_accelerators.information_processing":{"Name":"Information Processing","Description":"National security, defense, and national law enforcement organizations interact with big data on a regular basis through data generation and analysis. These organizations must accurately and quickly process vast amounts of diverse data to produce successful mission outcomes. Information Processing solutions on AWS enable these organizations to structure, format, analyze, and visualize raw data as needed to gain the most impactful data insights for mission outcomes."},"migration_and_modernization.migration_planning.infrastructure_and_application_discovery":{"Name":"Infrastructure and Application Discovery","Description":"Before making major changes to your IT environment, you must first identify and collect information about your infrastructure and applications through a discovery phase. However, making a comprehensive inventory of your enterprise IT environment can be complex, time-consuming, and error-prone. Infrastructure & Application Discovery solutions on AWS allow for automated collection of on-premises server specification information, performance data, running processes, and network connections. Through automation, these solutions provide a reliable way to prepare and plan for cloud migration."},"tooling":{"Name":"Tooling"},"tooling.placeholder":{"Name":"Placeholder","Description":""},"tooling.placeholder.infrastructure_management":{"Name":"Infrastructure Management","Description":"As your AWS environment grows, you need to ensure that the security of your infrastructure is up-to-date, and that your resources are compliant with your governance policies. Solutions for Infrastructure Management will help you scale your environment in a secure, compliant manner."},"higher_education":{"Name":"Higher Education"},"higher_education.campus_and_it_operations":{"Name":"Campus and IT Operations","Description":"Solutions to help the CIO of Higher Education institutes reinvent the learning, teaching, and operational excellence of Higher Education systems while improving the TCO while increasing the  viral quality of education. Services and solutions which contribute to back-office management of the wider education environment including; IT services, data management etc"},"higher_education.campus_and_it_operations.infrastructure_modernization":{"Name":"Infrastructure Modernization","Description":"Despite budget and staffing constraints, the conditions of the COVID-19 pandemic forced education institutions to take a digital approach and accelerate the modernization of their IT systems. A modern hybrid cloud, using Infrastructure Modernization solutions on AWS, helps to maximize existing organizational investments while meeting cost, risk, time, and business needs. Once in the cloud, education institutions can begin their application modernization journey with minimal disruption using the same architecture and operational experience on premises and in the cloud."},"small_and_medium_business.security_and_governance_1":{"Name":"Security and Governance","Description":"Take back control of all the data your business creates on a daily basis. Small and medium businesses (SMBs) with limited IT governance expertise need solutions to secure, protect, and monitor their cloud in a rapidly evolving security environment. Small and Medium businesses in regulated industries, such as finance and healthcare, will find value in automated compliance, security, and privacy reporting services."},"small_and_medium_business.security_and_governance_1.infrastructure_application_and_data_security":{"Name":"Infrastructure, Application and Data Security","Description":"Protect your most important business applications and data to reduce downtime during a possible security event. Amazon Web Services can help you set access policies, understand cloud security best practices, and continuously assess your IT environment. Learn more about our Shared Responsibility Model which outlines what AWS and its customers are responsible for in the cloud."},"justice_and_public_safety.corrections.inmate_communications":{"Name":"Inmate Communications","Description":"Internal and external communications at correctional facilities have historically relied on traditional landline phones. COVID-19 revealed how important technology is to correctional facilities. Without it, the individuals who were incarcerated had difficulties when accessing educational resources, visiting with their families, or connecting to their legal counsel. With Inmate Communications solutions on AWS, individuals who are incarcerated have access to services such as video calling and educational resources that support their mental health, as well as the tools they need for rehabilitation while they prepare for reentry."},"charities_and_membership.donor_member_and_volunteer_insights.insight_driven_engagement":{"Name":"Insight-Driven Engagement","Description":"To secure funding, enlist volunteers, and grow their external advocacy, nonprofit organizations need a deeper understanding of their donors and members. Using Insight-Driven Engagement solutions on AWS, nonprofits can access guided step-by-step workflows to help identify unique donors and the causes that are important to them. As a result, these organizations can gain valuable insight into their supporters’ interests to better attract donors and volunteers."},"blockchain.data_and_analytics":{"Name":"Data and Analytics","Description":"Inspect, identify, understand and visualize data on the blockchain by leveraging the decentralized and open nature of public blockchains."},"blockchain.data_and_analytics.inspection_and_analytics":{"Name":"Inspection and Analytics","Description":"Monitoring and inspecting data for blockchain tasks can be complex and time-consuming, creating operational bottlenecks. Inspection & Analytics solutions on AWS use the decentralized and open nature of public blockchains to simplify this process. These solutions help you inspect, identify, understand, and visualize data on the blockchain, so you can continuously monitor your data and adapt to changes."},"payments.institutional_payments":{"Name":"Institutional Payments","Description":"Solutions to help the Chief Technology Officer lower operating costs, improve resiliency , and increase technology innnovation. Help the Chief Security ensure the safety and security of the company's network, as well as internal and external products and services"},"payments.institutional_payments.instant_payments":{"Name":"Instant Payments","Description":"The legacy systems for many financial services institutions today are outdated. These systems run on technology that is not equipped to handle the growing volume of payments, data, and transactions in today's rapidly changing market. To keep up with customer demand, Instant Payments solutions on AWS help financial institutions build newer, faster payment rails. Financial services institutions can scale, automate, and accelerate payment processing across the value chain, increasing efficiency while decreasing the time it takes to move money from payer to payee."},"automations.low_code_no_code.insurance_app_development_automations":{"Name":"Insurance App Development Automations","Description":"Businesses in the insurance industry recognize the value of supporting their customers with customized apps. Insurance App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to app creation."},"supply_chain.planning_and_optimization.integrated_business_planning":{"Name":"Integrated Business Planning","Description":"Traditional supply chain planning is a \"waterfall\" process with many stages of sequentially planning. In this approach supply plans are not directly connected customer demand, except to ensure high-level demand-supply matching.  Integrated Business Planning solutions on AWS take a different approach to planning by bringing together multiple perspectives of demand and supply, based on sales orders, promotions, inventory, manufacturing capacity, sourcing, and finance. Using a closed loop planning model, these solutions examine multiple demand and supply scenarios and sensitivity analytics to allocate constrained resources while mitigating risks of demand and supply variations."},"automations.low_code_no_code.integration_and_workflow_automations":{"Name":"Integration and Workflow Automations","Description":"Customers are looking for to automate business processes for straight through processing as well as increasing operational efficiency, no matter how complex with broad, deep and flexible functionality. Integration & Workflow Automations enable organizations to build high performance rapid application development, one-step deployment, execution and management using declarative, high-level programming abstractions, such as model-driven and metadata-based programming, event driven, decision driven business process workflows across various industries."},"telecommunications.customer_experience_reimagined.intelligent_customer_retention_and_marketing_offers":{"Name":"Intelligent Customer Retention and Marketing Offers","Description":"Communication service providers (CSPs) operate in highly competitive, saturated markets. Subscriber growth relies on two factors: the retention of existing subscribers (subs) and the capture of new subs from competitors. It costs less for CSPs to retain their existing subs than to acquire new ones. And because churn—the number of customers who stop using the provider—is a problem across the industry, every CSP has a methodology to try to address it. CSPs seek a solution that helps them confidently identify the key drivers behind churn and subs at high risk to churn. Many CSPs are turning to machine learning to build churn prediction models, which identify high-risk subs and use subs’ experiences and profiles to personalize offerings in an attempt to retain them."},"machine_learning_ai_ml.language_understanding.intelligent_document_processing":{"Name":"Intelligent Document Processing","Description":"Valuable amounts of information are contained within high volumes of written and image-based documents. Natural language processing (NLP), optical character recognition (OCR), and computer vision can read, extract, collect, label, and interpret this data so it can be put to use digitally. Better document handling leads to more accurate collection, lowered capture costs, and the ability to retain and recall information electronically."},"new_to_aws.apply_machine_learning_ai_ml.intelligent_document_processing_1":{"Name":"Intelligent Document Processing","Description":"As you get started with AWS, you can eliminate repetitive, time-consuming, and manual document processing with machine learning-based tools. Discover valuable insights from text in documents using Natural Language Processing (NLP) with the Intelligent Document Processing solutions on AWS. These solutions can also help you automatically extract text, handwriting, and data from scanned documents, including data from forms and tables, using Optical Character Recognition (OCR). You can create search indexes from the data that can be used for search and discovery across documents, to redact information for compliance, create workflow automation with your existing applications, and the data can always be used for more in-depth analysis."},"media_and_entertainment.direct_to_consumer_and_streaming.intelligent_operations":{"Name":"Intelligent Operations","Description":"Media and entertainment companies want simple, cost effective solutions to monitor their streaming workflows and their viewers' streaming experiences. With Intelligent Operation solutions on AWS, you can get holistic monitoring and alerting of your systems to maintain a high Quality of Service (QoS) and real-time video streaming performance analytics. This empowers you with the actionable insights you need to build your products and deliver a better Quality of Experience (QoE) for your viewers."},"machine_learning_ai_ml.language_understanding.intelligent_search":{"Name":"Intelligent Search","Description":"Improve employee productivity by quickly and easily finding accurate information, find accurate answers, summarize and create content through a conversational interface."},"healthcare.core_health_it":{"Name":"Core Health IT","Description":""},"healthcare.core_health_it.interoperability":{"Name":"Interoperability","Description":"Businesses in the healthcare industry are seeking solutions that facilitate secure information sharing to provide a more holistic and collaborative approach to healthcare. Reducing data siloes can help organizations to achieve industry-compliant communications and interoperability. These Interoperability solutions provide ways for businesses to securely share information, which can help to improve healthcare efficiency and advance the quality of patient care."},"supply_chain.visibility_and_control.inventory_and_logistics_visibility":{"Name":"Inventory and Logistics Visibility","Description":"Supply chain companies want to make data-driven decisions in real time, but this data is often siloed in duplicative or legacy systems. Inventory & Logistics solutions provide end-to-end supply chain visibility (E2ESCV) into this data to support real-time collaboration and identification of at-risk orders. Workflow automation, analytics and visualization, and machine learning (ML) services further optimize E2E supply chain performance."},"resilience.observability.investigation":{"Name":"Investigation","Description":"Investigation is the most time-intensive phase of an operational event. When things are going wrong, it can be difficult to identify the root cause of the issue and prioritize what is most important to fix. Use these resilience solutions to help you quickly understand the root cause of an issue. This way, you can remediate faster and improve your mean time to recovery (MTTR)."},"capital_markets.trade_lifecycle.investment_research":{"Name":"Investment Research","Description":"Traders, portfolio managers, quantitative developers, and asset managers consume and analyze petabytes of structured and unstructured data to help them make investment decisions. They require the right predictive and modeling tools to generate insights from this data and to inform investment decisions. Investment Research solutions on AWS help firms create research and analytics environments for financial modeling in addition to compute grids for backtesting investment strategies."},"automations.digital_workers.invoice_processing_automations":{"Name":"Invoice Processing Automations","Description":"Many accounts payable teams are looking to modernize their paper-based systems used for invoice processing. Invoice Processing Automations on AWS automate invoice processing, reduce processing time, and improve quality while maintaining accuracy. With these solutions, finance departments can benefit from quicker payment cycles and more control over working capital."},"retail.smart_stores.iot_for_stores":{"Name":"IoT for Stores","Description":"Retailers are facing pressure to optimize their physical store operations and equipment in order to stay competitive. IoT for Stores solutions on AWS can help by making it easy for retailers to collect, analyze, and act on in-store signals using Internet of Things (IoT) sensor and digital twin technologies. These solutions enable retailers to simulate, model, and receive alerts based on device data to improve decision-making and enhance the customer experience."},"retail.intelligent_supply_chain.iot_for_warehouse":{"Name":"IoT for Warehouse","Description":"Businesses in the retail industry have an opportunity to improve the way they monitor warehouse equipment. Using these Internet of Things (IoT) for Warehouse solutions, businesses can implement IoT technology. Embedding IoT sensors to monitor equipment in warehouses can help businesses to predict failures before they impact operations, saving retailers time and money."},"defense_and_national_security.logical_infrastructure":{"Name":"Logical Infrastructure","Description":"Solutions to support information, technology, and security leaders in maintaining a secure and controlled environment capable of supporting mission at speed."},"defense_and_national_security.logical_infrastructure.isolated_environments":{"Name":"Isolated Environments","Description":"The scale, global footprint, and agility of the cloud can greatly benefit national security, defense, and national law enforcement organizations in their global mission operations. These organizations are required to meet stringent security and compliance requirements to keep mission data confidential. Isolated Environment solutions on AWS provide added security around workloads while allowing organizations to take advantage of the scaling benefit of AWS Commercial Cloud. AWS Regions allow you to design isolated environments that give you more control over your unique security and compliance requirements."},"charities_and_membership.it_optimization.it_cost_optimization":{"Name":"IT Cost Optimization","Description":"Nonprofits must keep operational costs low so that they can direct their funding toward their missions. Offering a “pay for what you use” model, AWS helps organizations minimize their capital expenses while lowering the overall cost of their cloud applications. Nonprofits manage their service usage through tools, such as AWS Cost Explorer and AWS Budgets, while other AWS solutions optimize operational budgets."},"automations.continuous_planning.it_spend_planning_automations":{"Name":"IT Spend Planning Automations","Description":"Finance and business teams need advanced insights to make informed decisions about their cloud project plans and spending. IT Spend Planning Automations on AWS provide cloud-spend insights across various cost scenarios, driver and trend-based forecasting, allocations, and optimization recommendations. With these solutions, customers can more effectively forecast, plan, adjust, and optimize for their cloud workload costs and ensure they align with organizational drivers and business objectives."},"justice_and_public_safety.corrections.jail_and_offender_management_systems":{"Name":"Jail and Offender Management Systems","Description":"Many correctional or law enforcement agencies rely on systems that do not meet the needs of modern correctional or incarceration operations. With the Jail & Offender Management solutions on AWS, these agencies can replace the aging systems with modern technologies. These solutions include an Offender Management System (OMS) and Jail Management System (JMS) that help correctional and law enforcement agencies better manage facility operations while improving inmate and employee safety."},"automations.low_code_no_code.knowledge_management_automations":{"Name":"Knowledge Management Automations","Description":"When it comes to uncovering hidden customer insights to drive growing business initiatives, companies today know that data is key. Knowledge Management Automations on AWS help charge innovation through the use of structured mechanisms that work with a company’s existing data, avoid duplication, and improve availability of insights. These solutions can help companies unlock the value of data through the automation of knowledge generation and creation of knowledge graphs that reveal hidden relationships and valuable insights."},"migration_and_modernization.application_data_and_server_migrations.large_scale_migrations":{"Name":"Large-Scale Migrations","Description":"Cloud migration projects require a large number of interconnected systems, servers, and devices that need to be grouped and managed. The large-scale migration solutions can help you coordinate and automate your migration to AWS across numerous servers and applications. These solutions are designed to improve your business performance and prevent long cutover windows by automating manual processes and integrating multiple tools efficiently."},"supply_chain.visibility_and_control.last_mile_intelligence_and_visibility":{"Name":"Last Mile Intelligence and Visibility","Description":"Last Mile logistics represent over half of total delivery costs. Delivery operators need tools that are flexible enough to accommodate multiple delivery vehicle types and robust enough to handle dense urban environments. Last Mile Intelligence & Visibility solutions support multi-stop route planning to maximize operational efficiencies, create efficient routes, and help ensure on-time delivery."},"higher_education.teaching_and_learning":{"Name":"Teaching and Learning","Description":"Solutions to help the CIO, Education Administrators, and Assessment leaders of Higher Education institutes deliver secure effective and efficient online proctored tests. Services and solutions which provide functionality to test, assess and evaluate student performance against specified curriculum goals"},"higher_education.teaching_and_learning.learning_management_systems":{"Name":"Learning Management Systems","Description":"Institutions rely on a learning management system (LMS) to administer, build, deliver, and track fully online courses and environments that supplement face-to-face classrooms. Learning Management Systems solutions on AWS can run commercial and open-source LMS solutions in the AWS Cloud, providing a remote learning experience at scale with a high level of security and accessibility."},"higher_education.library_management":{"Name":"Library Management","Description":"Solutions to enable the Library Director to efficiently manage their book collections, streamline lending processes, and track inventory resulting in improved organization, increased accessibility to resources, and enhanced reporting capabilities."},"higher_education.library_management.library_catalog_management":{"Name":"Library Catalog Management","Description":"Education institution libraries are digitizing their existing physical assets while acquiring new, digital-born assets, causing their digital collections to grow rapidly. These growing collections demand storage systems for organization and management of the assets, as well as tools for easy search and discovery. The Library Catalog Management solutions on AWS unlocks new ways for librarians, students, faculty, scholars, and researchers to store, discover and interact with digital collections. Artificial intelligence (AI) and machine learning (ML) help simplify a librarian’s job with metadata extraction. This increases the value of the library and the collections they house by improving accessibility, localization, and discovery."},"media_and_entertainment.broadcast_and_live_production":{"Name":"Broadcast and Live Production","Description":"Broadcast includes all facets of live contribution, live production (for News, Sports and other tent-pole events), live and file-based channel assembly (for traditional and FAST channels), monetization, linear distribution and nonlinear (B2B) delivery."},"media_and_entertainment.broadcast_and_live_production.linear_distribution":{"Name":"Linear Distribution","Description":"Most broadcasters rely on satellite networks or fiber connections to send high-value content into the cloud or to transmit it to other providers for distribution. These approaches are expensive, require long lead times to set up, and lack the flexibility to adapt to changing requirements. Linear Distribution on AWS solutions allow you to securely distribute sports, news, and entertainment television content to broadcast transmitters, MVPDs/PayTV operators, affiliates, and OTT providers. This means you can effectively virtualize your entire media delivery chain."},"media_and_entertainment.broadcast_and_live_production.live_cloud_production":{"Name":"Live Cloud Production","Description":"As consumer demand for live content continues to grow, the ability to scale cost-effectively and maintain agility is important for live production. Today, most live production workflows utilize on-premises infrastructure involving Outside Broadcast (OB) trucks and Production Control Rooms (PCR). These require high capital cost, limit flexibility, don’t easily support changes in viewer demands, and have a large carbon footprint. By sending camera sources to the cloud, customers can build live cloud production (LCP) workflows on AWS and increase flexibility and agility while reducing TCO. Customers can experiment with configuration changes, test new software, and try technologies such as gen AI without interrupting current production environments, all while paying only for what they use. Using the cloud also reduces the environmental footprint, allowing creative teams to work from just about anywhere, and provides seamless operations matching what is done on premises."},"retail.digital_commerce_1.livestreaming":{"Name":"Livestreaming","Description":"Shoppers are looking for more ways to discover products and understand their value, and retailers are meeting that need by livestreaming product demonstrations on mobile devices. Our Livestreaming solution handles the broadcasting of the video at scale, enabling a retailer to focus on driving sales by easily combining entertainment with shopping."},"travel_and_hospitality.connected_experiences.location_aware_experiences_tracking_and_insights":{"Name":"Location-Aware Experiences, Tracking and Insights","Description":"Companies in the travel and hospitality (T&H) industry are looking to deliver personalized, location-aware experiences to better engage customers. Using Location-Aware Experiences, Tracking & Insights solutions on AWS, T&H companies can analyze location data to predict customer needs, implement relevant location-based services, and schedule employees and offerings around guest locations. With these solutions, T&H companies can boost customer satisfaction, foster stronger relationships with guests, and increase sales."},"capabilities.governance_risk_and_compliance.log_storage":{"Name":"Log Storage","Description":"To meet increasing security demands, customers need to establish a secure environment to manage their logs. Collect and store environment logs within secure, tamper resistant storage using the Log Storage capability. With the logs, customers evaluate, monitor, alert, and audit their environments."},"retail.smart_stores.loss_prevention_and_asset_protection":{"Name":"Loss Prevention and Asset Protection","Description":"To maintain their profit margins, retailers must continuously work to avoid inventory loss and asset damage. Loss prevention technology can greatly aid in this challenge. By implementing Loss Prevention & Asset Protection solutions on AWS, retailers can help prevent shrinkage, promote safety, and minimize financial losses."},"supply_chain.operations_and_automation.loyalty_reward_redemption":{"Name":"Loyalty Reward Redemption","Description":"Companies want to provide their loyalty program customers with streamlined rewards redemption. Loyalty Reward Redemption solutions on AWS manage the entire loyalty program life cycle, including catalogs, orders, custom payment methods, initiative launches, and fulfillment. Program administrators can create a curated list of eligible products, and AWS builds a program portal where award members can browse the curated catalog, select items, and pay with points."},"advertising_and_marketing.ad_intelligence_and_measurement.machine_learning_for_real_time_advertising":{"Name":"Machine Learning for Real-Time Advertising","Description":"Customers need to quickly analyze real-time advertising data to optimize cost and performance. With Machine Learning for Real-Time Advertising solutions, customers can apply machine learning (ML) to openRTB data sets to filter out unwanted inbound and outbound bid requests, forecast campaign delivery, and inform pricing tactics. ML helps customers innovate and differentiate their real-time advertising strategies."},"migration_and_modernization.mainframe_modernization":{"Name":"Mainframe Modernization","Description":"Solutions to help the CIO with Mainframe Modernization"},"migration_and_modernization.mainframe_modernization.mainframe_application_refactoring":{"Name":"Mainframe Application Refactoring","Description":"Organizations that want to accelerate the modernization of their mainframe applications may choose to refactor these applications—this involves re-architecting the complete software stack of applications, including application code, dependencies and infrastructure. With Mainframe Application Refactoring solutions on AWS, you can access tools that help you modernize applications and implement the latest best practices and design patterns. These solutions give you equivalent functionality of your legacy stack while helping you gain business benefits through emerging technology."},"migration_and_modernization.mainframe_modernization.mainframe_application_replatforming":{"Name":"Mainframe Application Replatforming","Description":"For some organizations, the best path to modernization is to replatform mainframe applications. Replatforming minimizes application impact to teams by preserving application assets and making incremental changes to modernize over time. Mainframe Application Replatforming solutions on AWS give you the tools to modernize infrastructure and processes through cloud-based services, while also helping you retain and develop existing team knowledge and skills. This is a first step in mainframe modernization, from which you can continue to launch continuous modernization efforts."},"insurance.core_insurance_systems.mainframe_modernization":{"Name":"Mainframe Modernization","Description":"Many life and annuity insurers are running insurance operations on legacy mainframe computers or midrange platforms that lack the capability to power modern enterprise applications. Companies are looking for a cloud migration strategy without the substantial cost and risk inherent to converting up to 50 years of policies. Using Mainframe Modernization solutions on AWS, insurance companies can modernize their infrastructure, architecture, and organizational patterns. Without changing their underlying data models, companies maximize resiliency, engineering efficiency, and business agility to achieve operational excellence. AWS solutions also facilitate the ability of companies to extract data and store it in a data lake, providing an information source for a new level of analytics."},"enterprise_resource_planning.business_process_modernization":{"Name":"Business Process Modernization","Description":"Solutions to help the CFO & CIO to improve margin and reduce cost leveraging AWS services and solutions with integration with ERP systems."},"enterprise_resource_planning.business_process_modernization.maintenance_and_asset_optimization_for_sap":{"Name":"Maintenance and Asset Optimization for SAP","Description":"Maintenance and reliability engineers need simplified access to data to analyze and reduce machine downtime. Industrial businesses can improve machine availability by using Maintenance & Asset Optimization for SAP solutions on AWS, which analyze a range of insights using data integrated across multiple systems. Using these solutions, businesses can implement automated workflows across transactional systems, invoking actions such as maintenance work orders and replacement part procurement."},"aerospace_and_satellite.aftermarket_management":{"Name":"Aftermarket Management","Description":"OEM's do not have a good place to sell and service aerospace parts. Companies make a higher margin on spare parts and repairs and want to sell them to customers. However they do not have an easy mechanism to perform these tasks without creating a home grown website. This costs more money than having an off the shelf solution tailored for Aerospace Companies."},"aerospace_and_satellite.aftermarket_management.maintenance_repair_and_overhaul_mro":{"Name":"Maintenance Repair and Overhaul (MRO)","Description":"As the aerospace industry advances, aerospace companies are repairing more aircrafts than ever before. These aircrafts are often older, and companies must clearly document compliance with existing safety regulations and certifications. However, keeping a paper trail required for certification is challenging and can be expensive. Using Maintenance Repair & Overhaul (MRO) solutions on AWS, companies can implement cost-effective operations in a low-cost cloud environment. These solutions help aerospace companies keep IT costs down and streamline records through cloud-based services."},"security_identity_and_compliance.data_protection.malware_analysis":{"Name":"Malware Analysis","Description":"Malware Analysis Solutions on AWS provide automated scanning and detection of malware across cloud storage and workloads, including real-time analysis, identification of known and unknown threats, behavioral analysis, and automated response actions. This helps organizations prevent malware distribution and gain detailed threat intelligence, enhancing security posture and ensuring regulatory compliance."},"small_and_medium_business.security_and_governance_1.managed_detection_and_response":{"Name":"Managed Detection and Response","Description":"Protection from cyberattacks and operational downtime is critical for small and medium size businesses, but setting up a security operations center can be difficult and expensive. Managed Detection & Response solutions offer comprehensive security to protect your AWS Cloud and on-premises environments. You can outsource your security needs or supplement your internal security team with a fully managed security service."},"compute.cloud_native_applications.managed_web_and_mobile_applications":{"Name":"Managed Web and Mobile Applications","Description":"Customers need faster application deployment cycles without the burden of managing the underlying infrastructure or having to worry about complex configurations parameters. Get up and running in minutes, and focus on what matters the most: your business."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.manufacturing_execution_system_mes":{"Name":"Manufacturing Execution System (MES)","Description":"Leaders in hi-tech electronics want to ensure that their manufacturing operations and production output are working at maximum efficiency. But they often lack access to the detailed operational insights that give them visibility into their operations. They need real-time data on every piece of equipment in the production process, from order to delivery. Data related to current conditions of elements such as inputs, personnel, machines, efficiency, and support services can be tracked to improve manufacturing output, giving them insights throughout the production lifecycle. The Manufacturing Execution System (MES) solutions on AWS give manufacturers the visibility they need."},"life_sciences.manufacturing_and_supply_chain":{"Name":"Manufacturing and Supply Chain","Description":"Solutions to enable the VP of Supply Chain to modernize manufacturing processes by breaking down data silos, generating insights, and utilizing more cost-effective infrastructure, while supporting regulatory compliance."},"life_sciences.manufacturing_and_supply_chain.manufacturing_optimization":{"Name":"Manufacturing Optimization","Description":"Businesses in the life science industry are searching for ways to optimize and modernize their manufacturing processes for optimal efficiency. Using the Manufacturing Optimization solutions on AWS, life science companies can centralize disparate systems by breaking down data silos and derive meaningful insights using machine learning technologies. Businesses can also transition away from expensive legacy systems by migrating to cost-effective infrastructure on AWS, reducing overall operating expenses."},"banking.ecosystem_banking":{"Name":"Ecosystem Banking","Description":"Solutions to help Chief Credit Officer to improve customer experience offering customers enhanced product choice and control of their finances"},"banking.ecosystem_banking.marketplaces_and_ecosystems":{"Name":"Marketplaces and Ecosystems","Description":"Regulators are increasingly enacting standards for open banking, the process for banks and other financial institutions to give customers and third parties easy digital access to their financial data. The number of APIs related to financial services is already growing, and financial institutions will create additional value by providing and accessing open APIs to share and consume data. Financial technology companies continue to enter the market with related financial services applications. Using the Financial Modeling solutions at AWS, banks have secure access and instant availability of open APIs, enabling them to build trust and maintain customer loyalty."},"advertising_and_marketing.ad_intelligence_and_measurement.measurement_attribution_and_verification":{"Name":"Measurement, Attribution and Verification","Description":"Advertising and Marketing teams need to understand the impact of different tactics on sales and revenue, and know how to optimize their marketing efforts accordingly. With Measurement, Attribution & Verification solutions, organizations are able to leverage analytics and machine learning to draw insights on correlation and causation from disparate data sets in order to optimize advertising and marketing activities and spend."},"media_and_entertainment.data_science_and_analytics_for_media.media_analysis_and_metadata_management":{"Name":"Media Analysis and Metadata Management","Description":"Media and entertainment companies have the opportunity to reduce the cost of media storage while improving the search functionality and monetization of media asset libraries by migrating them to the cloud. Media Analysis and Metadata Management solutions on AWS let you set up workflows to migrate media assets to AWS, offering options to analyze video, images, and/or audio to generate valuable metadata upon migration. This allows you to streamline the media migration process and improve the search, discovery, and monetization of content."},"machine_learning_ai_ml.computer_vision":{"Name":"Computer Vision","Description":"Solutions designed to extract rich metadata from images of people, places and things that can be used in meaningful ways, such as powering intelligent search engines and automating content management."},"machine_learning_ai_ml.computer_vision.media_intelligence":{"Name":"Media Intelligence","Description":"Expanding quantities of media-based information such as videos, images, and audio are difficult to codify, classify, and organize. Applying AI/ML to analyze and collect information from within media results in easier storage, recall, and movement of otherwise hard to organize media files. Media Intelligence enables users to more easily label, recall, and combine their media assets."},"media_and_entertainment.media_supply_chain_and_archive.media_management":{"Name":"Media Management","Description":"Media management systems are the foundation for building cloud-based media supply chains and must be specialized to meet the functional requirements of an organization. Media Management solutions on AWS help companies build well-architected, cloud-based content management systems (CMS), digital asset management (DAM), production asset management (PAM), and media asset management (MAM) systems that can scale content production and delivery pipelines. These systems are flexible in the kinds of content and metadata they manage, agile in how they respond to increased needs for volume and velocity, and API-driven to fully integrate into media supply chain workflows"},"media_and_entertainment.media_supply_chain_and_archive.media_processing_transcoding_and_quality_control":{"Name":"Media Processing, Transcoding, and Quality Control","Description":"As content moves into and through the media supply chain, the produced content must go through a number of quality and accuracy control reviews. The Media Processing, Transcoding, and Quality Control solutions on AWS automatically provision resources to visualize workflow steps, their relationships, and their real-time status. These solutions help you identify the root cause of a problem when multiple services are used, and maintain a high level of quality each step of the way."},"charities_and_membership.member_experiences.member_acquisition_and_retention":{"Name":"Member Acquisition and Retention","Description":"Nonprofit leaders know that maximizing member engagement and retention is a necessity. Member Acquisition & Retention solutions on AWS empower organizations to personalize the member experience and deliver the right message at the right time. Using these solutions, organizations can increase revenue from membership dues and improve member retention. Plus, with their digital and modern membership management tools, as well as guided step-by-step workflows, these solutions can help organizations retain and acquire more members by increasing their operational efficiency and improving the member experience."},"credit_unions.member_experiences_1.member_acquisition_and_retention_1":{"Name":"Member Acquisition and Retention","Description":"Credit unions know that maximizing member engagement and retention is a necessity. Member Acquisition & Retention solutions on AWS empower organizations to personalize the member experience and deliver the right message at the right time. With their digital and modern membership management tools, as well as guided step-by-step workflows, these solutions can help organizations retain and acquire more members by increasing their operational efficiency and improving the member experience."},"credit_unions.member_experiences_1.member_analytics":{"Name":"Member Analytics","Description":"Credit unions collect valuable data, but due to data silos, have reported that they don't fully utilize that data to support their decision-making. To make more effective decisions, credit unions need a way to aggregate and visualize the information that they collect. Using Member Analytics solutions on AWS, credit unions can use flexible, streamlined tools to gain powerful insights. By harnessing the power of their data, these organizations are better equipped to make the right decisions to support their missions."},"tooling.placeholder.mergers_and_acquisitions":{"Name":"Mergers and Acquisitions","Description":"Organizations undergoing Mergers & Acquisitions (M&A) need to prepare their cloud infrastructure for secure and effective transitions. Solutions for M&A help you assess your cloud environments, and provide insights to complete M&A integrations."},"supply_chain.visibility_and_control.middle_mile_intelligence_and_visibility":{"Name":"Middle Mile Intelligence and Visibility","Description":"For fleet managers, route planning is critical when managing Middle Mile shipments. If the Middle Mile is not operating effectively and efficiently, it will significantly degrade the Last Mile operations. Maximize operational efficiency with Middle Mile Intelligence & Visibility solutions on AWS. Historical shipment data on traffic and routes as well as data on orders, shifts, and fleet assets are combined with location services that enable fleet managers to create the most efficient delivery routes."},"enterprise_resource_planning.cloud_migrations_and_operations.migration_acceleration":{"Name":"Migration Acceleration","Description":"Migrating on-premises SAP systems for cloud migration can be challenging for companies. Migration Acceleration solutions on AWS help companies navigate this process by providing tools to discover, plan, prioritize, and execute the migration for their on-premises SAP environments. This simplifies cloud migration, enabling a smooth transition while minimizing disruptions."},"charities_and_membership.it_optimization.migration_and_modernization":{"Name":"Migration and Modernization","Description":"Migrating to Amazon Web Services (AWS) unlocks efficiencies and operational benefits. From lower costs to increased speed, AWS helps nonprofits focus more on their core competencies and helps reimagine how they work and innovate. Nonprofits can migrate any workload—applications, websites, databases, storage, physical or virtual servers—and even entire data centers from an on-premises environment, hosting facility, or other public cloud to AWS."},"migration_and_modernization.migration_planning.migration_business_case":{"Name":"Migration Business Case","Description":"A cloud migration provides clear benefits, such as enhanced performance and increased reliability. Even so, any migration project will take time, effort, and resources—gaining stakeholder buy-in through a strong business case is crucial to a successful migration. Migration Business Case solutions on AWS help you design a data-driven business case for moving to the cloud. These solutions guide you through creating a detailed financial plan that accounts for technical considerations, so you can provide the right guidance to stakeholders."},"migration_and_modernization.application_data_and_server_migrations.migration_orchestration_for_sap":{"Name":"Migration Orchestration for SAP","Description":"SAP customers that are not familiar with AWS services often have a hard time discovering and prioritizing their on-premise SAP systems for the cloud migration. With Migration Orchestration for SAP solutions on AWS, customers now have a tool to discover, plan, and prioritize the right migration strategy for their on-premise SAP systems."},"storage.cloud_infrastructure.migrations":{"Name":"Migrations","Description":"As data volumes continue to grow, organizations face challenges scaling their on-premises storage systems, managing high operational costs, and handling complex maintenance requirements. Migration solutions on AWS help organizations efficiently transfer file data to fully managed, scalable storage services. These solutions streamline the migration process while maintaining data integrity, enabling organizations to achieve virtually unlimited scalability, reduce operational complexities, and align costs with actual usage."},"travel_and_hospitality.optimize_it.migrations_for_legacy_applications":{"Name":"Migrations for Legacy Applications","Description":"Companies in travel and hospitality are looking for ways to upgrade their legacy systems and better manage employee skills and talent needs—while also saving costs and driving innovation. By using Migrations for Legacy Applications solutions, companies can migrate their applications to the cloud, which streamlines and modernizes workflows while freeing IT personnel from infrastructure maintenance so that they can focus on business outcomes. Companies are able to increase system resiliency, scalability, and flexibility while reducing costs and improving productivity."},"machine_learning_ai_ml.ml_ops_code_and_devops.ml_ops_and_infrastructure":{"Name":"ML Ops and Infrastructure","Description":"Machine Learning (ML) is quickly becoming integrated into many production environments, both physical and virtual. Managing these ML production systems with best practices, proper architecture, redundancy, and scalable systems is a necessary step to harden production. Reliability, ease of operation, and maintainability are increased when implementing the proper development operations standards. Adding new capabilities to ML environments to accelerate ML workflows and improve insights."},"engineering_and_design.system_engineering.model_based_system_engineering_mbse":{"Name":"Model Based System Engineering (MBSE)","Description":"Customers are finding that capturing cost overruns, schedule slips, reduced capabilities, and asset reliability is a complex process. The information comes from different disciplines and needs to be shared with the designers and other stakeholders. Frameworks like model-based systems engineering (MBSE) are often used to improve the overall decision-making process. The Model Based Systems Engineering solutions on AWS support a tighter integration of requirements with the system, sub-system, and the component-level design process. Importantly, the solutions enable data traceability, accessibility, and collaboration across stakeholders at every stage of the design process."},"aerospace_and_satellite.engineering_research_and_development.model_based_system_engineering_mbse_1":{"Name":"Model Based System Engineering (MBSE)","Description":"Aerospace companies are transitioning from a file-based data model structure to a model-based approach. This increases the need to connect data from multiple applications such as engineering models and testing scenarios. With the Model Based System Engineering (MBSE) solutions on AWS, these applications can be traced and linked through the entire product lifecycle. Large numbers of simulations are performed on the logical functions of these applications to ensure that all requirements are met. This helps aerospace companies adopt agile product development practices across multiple applications."},"engineering_and_design.system_engineering.model_based_design_and_development":{"Name":"Model-Based Design and Development","Description":"To reduce expensive physical prototyping iterations and identify optimal designs for reliability, cost and performance targets, customers are adopting model-based simulation approaches to verify a design of a system and optimize the hardware and software implementations. The solution response offers an integrated environment to test the system level simulation framework for 1/ sensitivity to design and operational parameters, 2/ identify right configuration of components, and 3/ interaction between components to deliver the best possible overall engineering design outcomes."},"automations.workload_optimization":{"Name":"Workload Optimization","Description":"Solutions to enable the Chief Information Officer to automatically identify cost reduction opportunities—observing actual usage to ensure workloads run efficiently and utilize resources optimally, both on-premise and in the cloud."},"automations.workload_optimization.modernization_automations":{"Name":"Modernization Automations","Description":"Enterprises wanting to modernize their operations are looking for efficient methods to calculate total cost of ownership and oversee identity and access management. Modernization Automations on AWS help transform these complex, laborious, and time-consuming manual operations. With actionable guidance from resources like a modernization hub, and centralized billing data as well as other metrics, these solutions can support cost savings after modernization."},"travel_and_hospitality.optimize_it.modernization_for_systems_and_solutions":{"Name":"Modernization for Systems and Solutions","Description":"Companies in travel and hospitality are looking for ways to upgrade their legacy systems and better manage employee skills and talent needs—while also saving costs and driving innovation. By using Migrations for Legacy Applications solutions, companies can migrate their applications to the cloud, which streamlines and modernizes workflows while freeing IT personnel from infrastructure maintenance so that they can focus on business outcomes. Companies are able to increase system resiliency, scalability, and flexibility while reducing costs and improving productivity."},"networking.network_management_and_operations":{"Name":"Network Management and Operations","Description":""},"networking.network_management_and_operations.monitoring_and_alerts":{"Name":"Monitoring and Alerts","Description":"Monitor all networking resources and gain a better perspective on how your applications or services are performing and responding to consumers' demand. You can also set alarms that watch for certain thresholds, and send notifications or take actions when those thresholds are met"},"engineering_and_design.analysis_and_optimization.multi_disciplinary_workload":{"Name":"Multi-Disciplinary Workload","Description":"With increasing product complexity, efficient design decisions need to incorporate various inputs across diverse teams and disciplines. The solution integrates heterogeneous Computer Aided Design (CAD) and Computer Aided Engineering (CAE) applications, exchanging information bi-directionally across tools in an automated manner, to help accelerate engineering design decisions based on given constraints and requirements. Design of alternatives, sensitivity studies as well as uncertainty quantification can be performed with the solution."},"automations.low_code_no_code.multi_industry_app_development_automations":{"Name":"Multi-Industry App Development Automations","Description":"Businesses across all industries recognize the value of supporting their customers with customized apps. Multi-industry App Development Automations on AWS provide institutions with a low-code application development platform where they may develop full-stack, mobile, multi-experience, and hybrid applications. These out-of-box solutions can be customized and integrated into existing workflows for a seamless start to app creation."},"automations.continuous_planning.multi_industry_planning_automations":{"Name":"Multi-Industry Planning Automations","Description":"Businesses across industries need to adapt to ever-changing environments, requiring continuous planning cycles that incorporate up-to-date data and multiple scenarios. But many face challenges manually gathering data, modeling futures, and keeping teams aligned. Multi-Industry Planning Automations on AWS offer a connected planning environment that integrates live data, facilitates collaborative what-if analysis, and automates tasks. These solutions help businesses reduce costs by incorporating predictive analytics into their planning models, resulting in increased agility, improved accuracy, and better visibility to make data-driven decisions."},"to_be_deprecated_genomics.data_aggregation_and_governance.multi_omics_and_multi_modal_data_analysis":{"Name":"Multi-Omics and Multi-Modal Data Analysis","Description":"Healthcare and life science companies are seeing a rapid growth in both the size and diversity of patient-level data. Modalities include genomic, medical imaging, clinical history, medical claims, and sensor data. While multi-modal data offers a comprehensive view that can improve patient outcomes and care, integrating and analyzing multiple modalities at scale is challenging, preventing customers from adopting multi-modal analytics for precision health applications. The Multi-Omics & Multi-Modal Data Analysis solutions on AWS help companies to easily store, integrate, and analyze genomic, health records, and medical imaging data to accelerate precision health. With the use of machine learning, these solutions simplify the process of turning raw data into meaningful insights."},"resilience.high_availability_continuity_of_operations.multi_region_applications":{"Name":"Multi-Region Applications","Description":"While single-Region architectures are sufficient for many resilience requirements, some organizations need additional capabilities to meet stringent recovery point objectives (RPO), recovery time objectives (RTO), and disaster recovery needs. Multi-Region Applications solutions on AWS help organizations build and operate applications across multiple Regions to address these advanced requirements. These solutions tackle the complex technical and operational challenges of multi-Region architectures, enabling organizations to achieve their desired levels of resilience while optimizing costs and resources."},"networking.network_management_and_operations.network_automation":{"Name":"Network Automation","Description":"A modern approach to AWS networking deployments. NetDevOps is a modern approach to AWS networking deployments as it orchestrates and automates network changes to reduce the network delivery lifecycle, treats the network as code to allow for version control, and reliably tests changes to make sure of quality and stability."},"capabilities.infrastructure":{"Name":"Infrastructure","Description":"Solutions to enable a Cloud Architect to design, build, and manage a secure and highly available cloud environment."},"capabilities.infrastructure.network_connectivity":{"Name":"Network Connectivity","Description":"Critical to any cloud infrastructure and data center are security and availability. To meet your workload’s connectivity needs, design, build, and manage a secure and highly available network using the Network Connectivity capability. The best practices and resources provided help you automate your network and meet your security, resilience, and reliability requirements."},"security_identity_and_compliance.threat_detection_and_response.network_detection_and_response_ndr":{"Name":"Network Detection and Response (NDR)","Description":"Customers want to gain real-time visibility into network activity and detect threats across cloud environments. Network Detection and Response (NDR) Solutions on AWS monitor network traffic, analyze flows, detect anomalies, and provide automated threat response capabilities without requiring endpoint agents. This enhances security posture and enables rapid incident response, reducing risk and operational overhead."},"capabilities.infrastructure.network_security":{"Name":"Network Security","Description":"Network and application security teams have particular protection and compliance requirements. With Network Security solutions, teams can create a secure infrastructure for devices, applications, users, and partners. Achieving the protection needs for workloads in a secure environment."},"networking.network_security.network_security_policy_management":{"Name":"Network Security Policy Management","Description":"Decentralized management of network performance and access can be a complex set of tasks. Automatically deploy and monitor changes, centrally manage user and group provisioning, and audit and track performance for your network. Improve compliance, security, and privacy while also streamlining performance, efficiency, change management, and auditing and reporting capabilities."},"security_identity_and_compliance.infrastructure_security.network_security_policy_management_nspm":{"Name":"Network Security Policy Management (NSPM)","Description":"Managing network security policies across multiple cloud environments is complex, leading to inconsistencies and potential security risks. Network Security Policy Management (NSPM) Solutions on AWS enable centralized management and analysis of security policies, providing visibility, identifying conflicts and redundancies, and automating policy optimization. Organizations benefit from a consistent security posture and reduced complexity in managing network security across their cloud environments."},"enterprise_resource_planning.business_process_modernization.no_code_low_code_development":{"Name":"No-Code Low-Code Development","Description":"SAP customers need a robust DevOps and testing platform to release new capabilities more quickly, increase software delivery speed, and improve quality. The combined DevOps and testing solutions allow customers to innovate faster, deliver seamless releases, and achieve better business outcomes."},"blockchain.infrastructure_1.node_deployment_and_management":{"Name":"Node Deployment and Management","Description":"When it comes to building decentralized applications, you need a strong blockchain infrastructure and an efficient operating system. The Node Deployment & Management solutions on AWS can help you deploy and configure Layer 1 and Layer 2 blockchain peer nodes. These nodes store a copy of the distributed ledger and serve as communication hubs for various network tasks, allowing you to produce at large scale and delegate your workloads efficiently."},"blockchain.digital_assets_and_tokenization":{"Name":"Digital Assets and Tokenization","Description":"Help technical decision makers in the process of converting ownership rights into purely digital representations of an asset that can be subdivided, traded, and stored on decentralized ledger technology (DLT)."},"blockchain.digital_assets_and_tokenization.non_fungible_tokens":{"Name":"Non-Fungible Tokens","Description":"Non-fungible tokens (NFTs) can seem daunting to understand and complex to adopt, especially when it comes to the tooling behind them. As NFTs represent a unique asset such as a piece of art, digital content, or media, managing these assets is critical to maintaining their value. AWS Non-fungible Tokens solutions on AWS let users build workloads to mint and manage digital assets like NFTs. This removes some of the challenges involved in protecting the assets."},"capabilities.operations":{"Name":"Operations","Description":""},"capabilities.operations.observability":{"Name":"Observability","Description":"Gathering security and operational data, provides customers with the necessary insights to understand what is happening in a system or environment. With the Observability capability, customers can view near-real-time analysis of data that identifies anomalies, indicators of compromise, performance issues, and configuration changes. Expand your observability, how well you can understand what is happening in a system, by using this capability to establish the mechanisms and tools for the right insights across your environment."},"analytics.advanced_analytics":{"Name":"Advanced Analytics","Description":""},"analytics.advanced_analytics.observability_analytics":{"Name":"Observability Analytics","Description":"When you are operating at cloud speed and scale, you need answers to important business questions such as “Is my system experiencing an outage?”, “How is my app performing for my end users?”, and “Are my KPIs and SLAs being met?”. Search for operational insights from your monitored systems, spot problems before they disrupt the customer experience, and enable your business to respond and resolve issues quickly."},"customer_experience.customer_service_and_contact_center.omnichannel_customer_support":{"Name":"Omnichannel Customer Support","Description":"On-premises contact centers are costly to operate, time-consuming to manage, and often very complex to set up. With Omnichannel Customer Support solutions on AWS, companies can achieve consistent and connected customer experiences across voice and chat that adapt in near real-time. These solutions provide personalized automation that delights customers. They leverage multilingual, conversational artificial intelligence (AI) to understand intent and maintain context while automating tasks and engaging with customers over voice, SMS, and email."},"travel_and_hospitality.customer_service.omnichannel_traveler_guest_communication":{"Name":"Omnichannel Traveler/Guest Communication","Description":"Companies in the travel and hospitality (T&H) industry need to deliver the right message at the right time to the right traveler throughout their journey. Using Omnichannel Traveler/Guest Communication solutions on AWS, companies can manage and analyze customer communications across multiple channels, such as email, web, and social media. T&H companies can use this data to personalize the customer experience, such as developing intelligent emails to reduce response times. Ultimately, these solutions can help reduce manual labor and allows staff to focus on providing better service to their customers."},"travel_and_hospitality.optimize_core_operations.operation_resiliency_and_continuity":{"Name":"Operation Resiliency and Continuity","Description":"Travel and hospitality companies need ways to improve efficiency so that they can better predict, mitigate, and handle disruptions to operations in a flexible and cost-effective manner. By using Operation Resiliency & Continuity solutions, companies can quickly and easily manage data to better understand their customers and operations, boosting predictive capabilities and parsing customer information for behavioral patterns. With these solutions, companies can build more efficient processes and benefit from global scale, agility, and flexibility to gain deeper insights and drive actionable outcomes."},"analytics.predictive_analytics_and_machine_learning":{"Name":"Predictive Analytics and Machine Learning","Description":"Solutions to enable the VP of Data Science & Analytics to gain valuable insights from data, make data-driven decisions, and stay ahead of the competition by anticipating and adapting to changes in the market, customer needs, and operational challenges."},"analytics.predictive_analytics_and_machine_learning.operationalizing_machine_learning":{"Name":"Operationalizing Machine Learning","Description":"Deploying a set of mechanisms to analyze and interpret your business from the ground up is a challenge, especially when machine learning is a requirement. Deploying proven frameworks around which to do your construction can improve your success, decrease your cost, and speed time to value. Combine that with pre-built interfaces targeted to address known business issues, and your organization can be running at enterprise-speed with full capabilities in a few clicks."},"supply_chain.operations_and_automation.order_fulfillment_and_distribution":{"Name":"Order Fulfillment and Distribution","Description":"Consumers seek reliable and transparent distribution practices. Due to complex distribution networks, business-to-business (B2B) companies lack visibility into sales, inventory, and order status. Order Fulfillment and Distribution solutions support multi-channel fulfillment and visibility into global inventory. This helps improve on-time in-full (OTIF) metrics, reduce fulfillment costs, and analyze carbon footprint or other environmental, social, and governance (ESG) metrics."},"consumer_packaged_goods.supply_chain.order_management_and_fulfillment":{"Name":"Order Management and Fulfillment","Description":"Customer standards for order management and fulfillment have increased, as customers expect no substitutions, cancellations, delays, or unplanned costs. Order Management & Fulfillment solutions on AWS help consumer packaged goods (CPG) companies deliver against order metrics, leading to stronger brand loyalty and lower overhead costs. These solutions can support CPG companies as they look to develop closer customer relationships and tailor to customer needs."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.overall_equipment_effectiveness":{"Name":"Overall Equipment Effectiveness","Description":"Semiconductor manufacturers want to quantify manufacturing production losses and improve revenue. To do this, they need to understand Overall Equipment Effectiveness (OEE) across semiconductor manufacturing sites. However, it is difficult to gather and standardize OEE data across assets at a site. Overall Equipment Effectiveness solutions on AWS provide cloud-based OEE data management and predictive analytics to help meet semiconductor production key performance indicators (KPIs). These KPIs help you identify bottlenecks, monitor asset utilization, predict equipment downtime, and maximize production."},"agriculture.equipment_manufacturing.overall_equipment_effectiveness_oee_optimization":{"Name":"Overall Equipment Effectiveness (OEE) Optimization","Description":"Agri-food manufacturers are searching for ways to improve the availability and efficiency of their machines. Using Overall Equipment Effectiveness (OEE) Optimization solutions, manufacturers can analyze a range of insights using data pulled from systems across their business. With these solutions in place, these companies can improve machine availability by automating key workflows for asset management, such as placing maintenance work orders or procuring replacement parts."},"research_1.sustainable_funding.patient_data_and_consent":{"Name":"Patient Data and Consent","Description":"Research organizations collect and protect patient and participant data. Patient Data and Consent solutions on AWS can help leaders responsibly analyze data while respecting patient consent to deliver on mission."},"life_sciences.commercial_and_medical_affairs":{"Name":"Commercial and Medical Affairs","Description":"The solution area helps commercial & medical affairs teams of Life Sciences organizations to establish an Intelligent Insights Foundation with a connected HCP (Health Care Providers) & Patient 360° view, leverage advanced analytics to unleash and democratize actionable insights that translate into improved customer experiences, provide contextualized, Next Best Engagement recommendations to optimize customer engagement impact, End-to-End Content Intelligence to help fueling engagement channels with resonating content in an agile way powered by intelligent automation, Smart patient engagement to support patients along their care journey and help outcomes, and Intelligent Case Processing/Automated Adverse Events (AE) Detection to automate the intake and disposition of AE information and reduce the reliance on humans for case processing while also reducing overall cost."},"life_sciences.commercial_and_medical_affairs.patient_outcome_prediction":{"Name":"Patient Outcome Prediction","Description":"Patient data is often scattered across systems, making it difficult to build a comprehensive picture of a patient’s health and future outcomes. Patient Outcome Prediction solutions on AWS use artificial intelligence and machine learning (AI/ML) and natural language processing (NLP) on de-identified, longitudinal patient data to discover patterns in a patient’s medical history. This helps life sciences organizations generate insights about patient outcomes, such as disease progression, to increase timely interventions, earlier identification of eligible treatments, and data-driven care management."},"public_finance.central_banks_and_financial_regulators.payment_modernization":{"Name":"Payment Modernization","Description":"Payment methods in the digital age go beyond cash and checks. With the advent of payment features such as cash sharing apps, no-touch pay, and mobile deposits, financial institutions must keep up and modernize their own systems. Payment Modernization solutions on AWS provide tools that reduce the cost and complexity of maintaining, updating, and scaling payment systems. AWS offers managed services that reduce operational burden for payment systems while also securing sensitive financial information from unauthorized access and breaches."},"games_1.game_backend_and_infrastructure.persistent_world_games_infrastructure":{"Name":"Persistent World Games Infrastructure","Description":"Persistent world games and applications provide players with immersive experiences, where they can play and interact with other users in worlds that persist between player sessions. Building these experiences can be challenging, as they need to be globally deployed, scaled, and monitored, with world specific player data stored in databases. Also, the world and player session management systems need to place players in worlds in a scalable way and control the player limits for each world. The Persistent World Games Infrastructure solutions on AWS provide reliable, global, and scalable ways to host different types of persistent virtual worlds and massive multiplayer online game experiences."},"consumer_packaged_goods.customer_engagement_and_marketing.personalization":{"Name":"Personalization","Description":"Consumers today have become familiar with marketing interactions that are personalized for them, whether it is customized emails in their inbox or direct interactions on a website. With Personalization solutions on AWS, Consumer Packaged Goods (CPG) organizations can run look-a-like and propensity modeling across 1P and partner data sets to identify audiences for retention and acquisition opportunities in order to grow relationships. These solutions enable CPG organizations to strengthen their marketing efforts to engage consumers with marketing content, improve sales conversions, and grow brand loyalty."},"media_and_entertainment.data_science_and_analytics_for_media.personalization_1":{"Name":"Personalization","Description":"Companies in the media and entertainment industry want to provide personalized media recommendations to their customers to optimize the consumer experience. Personalization solutions build on the foundation of Amazon Personalize with customizations to satisfy media and entertainment-specific recommendation use cases. Using these solutions, you can build personalization experiences that meet customer expectations and increase engagement, resulting in better lifetime value for each customer."},"retail.customer_engagement_and_marketing_1.personalization_2":{"Name":"Personalization","Description":"Retailers have the opportunity to improve product recommendations to consumers and increase sales conversions by using personalization. Personalization helps retailers to provide highly relevant content and product recommendations using machine learning. By using these Personalization solutions, businesses can use machine learning to gain insights on consumer buying and browsing behavior, increasing the likelihood that they will respond to a targeted offer and driving improved sales conversions."},"machine_learning_ai_ml.personalization_and_recommendation":{"Name":"Personalization and Recommendation","Description":""},"machine_learning_ai_ml.personalization_and_recommendation.personalization_3":{"Name":"Personalization","Description":"By understanding nuances of individual preferences and context, generative AI can dynamically create personalized content like messaging, images, videos, and digital experiences. This level of personalization heightens customer engagement, optimizes marketing campaigns, and boosts revenue across the entire customer lifecycle."},"betting_and_gaming_technology":{"Name":"Betting and Gaming Technology"},"betting_and_gaming_technology.player_engagement":{"Name":"Player Engagement","Description":"Solutions that enable the VP of Customer Experience to create a comprehensive view of patrons, integrate data from various sources, gain valuable insights, deliver personalized experiences, tailor services, and implement effective loyalty programs."},"betting_and_gaming_technology.player_engagement.personalization_4":{"Name":"Personalization","Description":"Chief Marketing Officers (CMOs) in the Betting & Gaming sector struggle to enhance player engagement and retention amidst intense competition. Personalization solutions on AWS empower marketers to leverage personalization and deliver tailored experiences, improving player retention and driving revenue growth. Personalized recommendations enhance the overall player experience, increasing time spent on the platform and customer lifetime value."},"new_to_aws.apply_machine_learning_ai_ml.personalization_5":{"Name":"Personalization","Description":"Today, customers have come to expect a personalized shopping experience. And many businesses want to provide that curated experience to build trust with the customer and stay relevant. But businesses often don't know how to get started. With the Personalization solutions on AWS, businesses can create individualized interactions for customers, enhancing their experience based on their preferences and interests. These solutions come with a recommendation engine that consumes various sources of data to make predictions about what the customers find most interesting and engaging. As customers engage with the products and content digitally, these solutions help create real-time recommendations and curated experiences. This can improve clickthrough rates, drive more views, improve user conversion, and increase average revenue per user."},"games_1.player_acquisition_engagement_and_monetization.personalization_and_experimentation":{"Name":"Personalization and Experimentation","Description":"Personalization and experimentation in games improve player acquisition efficiency, retention and to promote long-term engagement. By tailoring experiences to individual play styles, preferences, and activities, developers can create unique journeys for each player. This customization can apply to various game and marketing aspects, including ads, matchmaking, onboarding and store offers. Personalization and Experimentation solutions on AWS use machine learning (ML) models, game and player analytics, and game backend technology to identify player needs and deploy personalized features. These solutions help developers understand and respond to distinct player requirements, ultimately creating more engaging and profitable games."},"charities_and_membership.donor_member_and_volunteer_insights.personalized_communications":{"Name":"Personalized Communications","Description":"Successful fundraising with donors, engagement with members, and planning with volunteers requires effective communication with everyone. Personalized Communication solutions on AWS help to streamline engagements with donors, members and volunteers about their favorite causes at their preferred touchpoints and level of frequency. With these solutions users have access to guided step-by-step workflows to facilitate smooth communications that support nonprofit organizations' mission, progress, and goals."},"credit_unions.member_experiences_1.personalized_communications_1":{"Name":"Personalized Communications","Description":"Credit unions need to use communication methods that are as unique as the members they serve to raise money with donors, engage with members, and plan with volunteers. The Personalized Communications solutions on AWS help to streamline engagements with members about their favorite engagements at their preferred touchpoints and level of frequency. With these solutions, users have access to guided, step-by-step workflows to facilitate smooth communications that support a credit unions' mission, progress, and goals."},"sustainability.climate_risk_resilience":{"Name":"Climate Risk & Resilience","Description":"Climate change is experienced at a global and hyper-local scale through buildings, cities, and other infrastructure. Resilience is the ability to prepare for, recover from, and adapt to extreme weather events driven by climate change. Climate risk assessments identify the likelihood of future climate hazards and their potential impacts for communities, infrastructure, and socio-economic systems (e.g.supply chains). This is fundamental for informing the prioritization of climate action and investment in adaptation."},"sustainability.climate_risk_resilience.physical_climate_risk_assessment":{"Name":"Physical Climate Risk Assessment","Description":"Physical climate risk assessment provides critical insights into the expected impacts of climate change to businesses, organizations, and communities. Understanding the potential risks and consequences of climate change empowers decision-makers to create and implement effective strategies for adaptation and resilience. By using Physical Climate Risk Assessment solutions on AWS, organizations can harness advanced climate models and datasets to generate actionable insights across their portfolios, operations, and supply chains with high fidelity and granularity."},"primary_and_secondary_education_k_12.academic_administration":{"Name":"Academic Administration","Description":"Solutions to help Directors of Finance, HR and Student Reporting run, manage and provide access to reporting on core administrative systems such as payroll, professional development, attendance and scheduling."},"primary_and_secondary_education_k_12.academic_administration.planning_and_performance":{"Name":"Planning and Performance","Description":"Schools and institutions need to navigate an array of data from student management systems, school bus routing schedules, and student information platforms, amongst others. Leaders must address how best to truly connect and integrate all these systems, and achieve better data access to consume and draw knowledge, while increasing visibility, and security. Education institutions can leverage the power of unified business intelligence (BI), natural languages queries, artificial intelligence (AI) and machine learning (ML) to spend less time searching for the right data, allowing them to make key administrative decisions to improve school climate, operational efficiency and productivity."},"agriculture.agricultural_science":{"Name":"Agricultural Science","Description":"Solutions to help the SVP of R&D accelerate time to market, improve collaboration within the Product Development organization and with suppliers, improve R&D efficiencies and scale up and down efficiently to accommodate spikes in product and process development workloads."},"agriculture.agricultural_science.plant_and_animal_genomics":{"Name":"Plant and Animal Genomics","Description":"To improve the efficiency and precision of agriculture, agricultural companies are increasingly turning to genomics, the field of science that catalogs the billions of DNA pairs that encode the genes in organisms. These companies—such as seed companies and livestock breeding programs—want to put powerful digital tools in the hands of their researchers. Using Genomics solutions on AWS, agricultural companies get the most out of their genomics research pipelines. These solutions provide toolkits for data security, analysis, and workflow automation."},"media_and_entertainment.broadcast_and_live_production.playout":{"Name":"Playout","Description":"The way media is consumed is continually evolving, requiring broadcasters to be agile in their ability to support new mediums and requirements to keep up with the viewing demands of end-users. Playout solutions on AWS help media content owners adopt the newest distribution technology that can scale to meet consumer demand. Content owners can distribute to traditional over-the-air and pay TV, as well as free ad-supported TV (FAST) channels on connected TV environments."},"retail.smart_stores.point_of_sale":{"Name":"Point of Sale","Description":"Consumers are demanding more from retailers, such as faster checkout, buy-online-pickup-in-store, and rich product information, however, many legacy point-of-sale (POS) options are not up to the task. Point of Sale solutions on AWS, provide PCI security, can be extended quickly, and are able to expand to other countries, delivering an innovative retail experience to customers."},"supply_chain.visibility_and_control.port_automation_and_visibility":{"Name":"Port Automation and Visibility","Description":"Ocean ports have very few automated functions, making them susceptible to disruption. Additionally, data sharing across ports is limited, leading to poor coordination for shippers. Port Automation & Visibility solutions on AWS tie together data from port stakeholders and provide a common data platform to improve operations, cargo flow, and cost optimization. This increases productivity and visibility in port environments, leading to a better experience for shippers and greater profitability for ports."},"analytics.predictive_analytics_and_machine_learning.prediction_and_recommendation":{"Name":"Prediction and Recommendation","Description":"Predictions and recommendations lead to higher levels of adoption and engagement for your customers. Connect data from internal and third-party sources and apply machine learning techniques to identify ideal customer pathways and guide customers toward those preferred behaviors. Individualized recommendations and user experiences can result in improved conversion rates and customer satisfaction."},"machine_learning_ai_ml.predictive_analytics.predictive_maintenance":{"Name":"Predictive Maintenance","Description":"The best cared for mechanisms perform the best and last the longest. Monitor efficiency, throughput, and life-expectancy data from those mechanisms and interpolate them with AI/ML into manageable, maintenance insights. Better maintained and managed assets result in less down-time and higher outputs."},"travel_and_hospitality.optimize_core_operations.predictive_maintenance_and_repairs_optimization":{"Name":"Predictive Maintenance and Repairs Optimization","Description":"Travel and hospitality (T&H) organizations benefit from technologies that help them plan for recurring maintenance needs and predict irregular repairs in a cost-effective way. Predictive Maintenance & Repairs Optimization solutions on AWS can facilitate a single glance at operations, from monitoring data to assessing equipment health. Machine learning algorithms help organizations to forecast breakdowns, plan maintenance, and optimize inventory, providing the visibility that organizations need to allocate their resources more efficiently, improve agility and performance, and optimize costs by reducing core equipment downtime."},"supply_chain.operations_and_automation.predictive_maintenance_for_vehicles":{"Name":"Predictive Maintenance for Vehicles","Description":"Fleet and vehicle managers seek to identify potential vehicle failures through predictive maintenance. However, they must contend with multiple models and makes of vehicular equipment. Predictive Maintenance for Vehicles solutions on AWS take thousands of vehicle data points, regardless of the model or make, and analyze this data across all asset patterns that have led to failures in the past. By analyzing data from key components like sensors, driver usage, and tire tread status, managers can identify failures before they occur."},"retail.digital_commerce_1.price_and_promotion_engine":{"Name":"Price and Promotion Engine","Description":"Retailers need to streamline and simplify every aspect of their promotions. But the rules governing the promotions are often complex, limiting marketing efforts and risking customer loyalty in the process. The Price & Promotion Engine solutions on AWS help retailers apply the correct pricing and promotions to the items in the customers' cart, all within seconds. These solutions consider the context of the transactions and determine how to best apply promotions to a cart of products, allowing marketing teams to provide targeted promotions while increasing sales and brand loyalty."},"retail.merchandising_and_planning.price_and_promotions_recommendations":{"Name":"Price and Promotions Recommendations","Description":"Product pricing directly impacts sales and margins, but price optimization is a complex task that must consider a wide variety of factors to get accurate results, which can be difficult for companies to deploy easily. By using Price & Promotions Recommendations solutions on AWS, retailers can use price optimization tools to set prices that account for demand, available inventory, margins, competitive prices, and seasonality. By using these solutions, retailers can discover the best initial price, promotions, and markdowns so that they can better sell their inventory and maximize margins."},"hi_tech_electronics_and_semiconductor.new_product_development.printed_circuit_board_design":{"Name":"Printed Circuit Board Design","Description":"Electronics, industrial, and automotive companies with printed circuit board (PCB) and research and development (R&D) teams are looking to improve PCB engineering application performance and productivity. PCB solutions running on AWS are enabling companies to scale their workforce and PCB engineering operations without compromising PCB application performance or intellectual property (IP) security. This enables companies to improve collaboration with component engineering, librarians, signal integrity and manufacturing teams, resulting in improved product quality and faster time to market."},"security_identity_and_compliance.identity_and_access_management.privileged_account_and_session_management_pasm":{"Name":"Privileged Account and Session Management (PASM)","Description":"Organizations need to control and monitor privileged access within cloud environments, to address security risks and compliance requirements. Privileged Account and Session Management (PASM) Solutions on AWS securely store privileged credentials, automate credential rotation, record sessions, and provide detailed activity logging. PASM helps prevent unauthorized privileged access, maintain comprehensive audit trails, and meet compliance requirements, enhancing security posture and enabling regulatory adherence."},"cloud_operations.cloud_governance":{"Name":"Cloud Governance","Description":"Setting up a foundation for operations with governance built in helps customers ensure that their environment is secure, scalable and cost efficient."},"cloud_operations.cloud_governance.proactive_and_responsive_cloud_governance_controls":{"Name":"Proactive and Responsive Cloud Governance Controls","Description":"Many organizations lack the preventative and detective controls needed to establish comprehensive governance over cloud environments. Proactive and Responsive Cloud Governance Controls solutions on AWS automate preventative controls, such as access policies and guardrail provisioning, in addition to detective controls, such as monitoring, logging, and configuration of drift detection. Through programmatic enforcement of policies and automated deployment, organizations can confirm that cloud resources are deployed and maintained in alignment with organizational requirements, while quickly addressing deviations or security threats."},"automations.process_intelligence.process_assessment_automations":{"Name":"Process Assessment Automations","Description":"What business processes do organizations really follow? Process Assessment Automations on AWS can assist teams by automating their business process assessments. These solutions derive information directly from event logs and automate analysis of human screen-based activity in place of empirically gathered information. With Process Assessment solutions on AWS, organizations can help answer specific performance and compliance-oriented assessment questions for cloud, edge, or on-premise processes."},"agriculture.grain_produce_and_protein_processing.process_manufacturing_data_framework":{"Name":"Process Manufacturing Data Framework","Description":"Agri-food manufacturers need an efficient, cost-effective way to manage industrial data at scale for their smart-manufacturing solutions. With Process Manufacturing solutions, companies can access preconfigured, cloud-based Internet of Things (IoT) applications to support their smart-manufacturing data strategies. With the Process Manufacturing Data Framework in place, manufacturers can access, maintain, and manage their data in a centralized AWS account, reducing costs while accelerating innovation."},"oil_and_gas.downstream.process_optimization":{"Name":"Process Optimization","Description":"Process optimization helps improve operations to maximize efficiency, productivity, reliability, and profitability. Because of the scale and complexity of energy and utility plants, process optimization activities are often cumbersome and onerous. The Process Optimization solutions on AWS are cloud-native offerings, powered by artificial intelligence (AI), and built to provide data-driven insights, predictions, and recommendations that improve process safety, reliability, and performance. These solutions support engineers and operators in real-time optimization efforts, including improving throughput, product quality, yields, energy efficiencies, and emissions management."},"hi_tech_electronics_and_semiconductor.sustainability_1":{"Name":"Sustainability","Description":"Solutions to help Head of Sustainability manage overall product carbon footprint (PCF) of products including carbon calculators and analytics tools to uncover hidden sources of carbon, and  carbon costs of semiconductor production and end-of-life disposal."},"hi_tech_electronics_and_semiconductor.sustainability_1.product_carbon_footprint_pcf":{"Name":"Product Carbon Footprint (PCF)","Description":"High demand for semiconductor chips is driving significant growth and increased visibility for the hi-tech industry. Concurrently, attention to sustainability practices within semiconductor and electronics manufacturing is intensifying. The product carbon footprint (PCF) makes up the total greenhouse gas emissions a product generates from raw material extraction to the end of the product’s useful life. Using Product Carbon Footprint solutions on AWS, companies can automate granular emissions tracking to generate up-to-date insights on product sustainability performance and identify improvement opportunities. These scalable solutions help manufacturers measure and manage their PCFs, reduce manual effort, and better prepare to exercise transparency for regulators and customers."},"sustainability.esg_reporting_insights.product_carbon_footprint_pcf_1":{"Name":"Product Carbon Footprint (PCF)","Description":"Across their product portfolios and extended value chains, manufacturers need to be able to track their product carbon footprints (PCFs). PCFs make up the total greenhouse gas emissions a product generates from raw material extraction to the end of the product’s useful life. Using Product Carbon Footprint solutions on AWS, companies can automate granular emissions tracking to generate up-to-date insights on product sustainability performance and identify improvement opportunities. These scalable solutions help manufacturers measure and manage their PCFs, reduce manual effort, and better prepare to exercise transparency for regulators and customers."},"engineering_and_design.enterprise_lifecycle_management":{"Name":"Enterprise Lifecycle Management","Description":"Organizations are looking to unlock efficiencies across various stages of complex product development lifecycle by leveraging various enterprise lifecycle management tools such as application lifecycle management (ALM), product lifecycle management (PLM), Enterprise Resource Planning (ERP), Supply Chain Management (SCM) to name a few. These lifecycle management tools promote data visibility across all assets at various stages of product development from concept design to manufacturing to operation, encourages cross disciplinary \ncollaboration, traceability of information and enables enterprise change & configuration management. In addition to each lifecycle management system supporting various business objectives from product validation to resource planning, continuous synchronization across various enterprise systems is needed to maintain business agility to respond to fast changing requirements and outcomes."},"engineering_and_design.enterprise_lifecycle_management.product_cost_management":{"Name":"Product Cost Management","Description":"If a business wants to achieve product cost targets while minimizing supply chain risks, it needs to align design objectives with sourcing strategies. Product Cost Management solutions on AWS do just that. These solutions provide transparency into cost drivers and improve New Product Introduction (NPI) processes. With the right data for manufacturer availability, supply chain, resourcing, and materials, engineering teams can easily simulate various combinations and compare alternatives. The solutions allow for management of parts and component obsolescence, align sourcing and buying preference during the product design phase, and it helps manage cost structure and value engineering with suppliers."},"consumer_packaged_goods.manufacturing_and_product_development.product_lifecycle_management":{"Name":"Product Lifecycle Management","Description":"Consumer goods and Consumer Packaged Goods (CPG) companies benefit from technologies that help boost communication and efficiency across internal and external teams. Product Lifecycle Management (PLM) solutions on AWS help industrial manufacturers improve time to market by increasing the performance of PLM workflows across global, remote teams using a single version of the truth in product development. With these solutions, CPG teams are enabled to increase their revenues by bringing innovative products to market - fast."},"agriculture.equipment_manufacturing.product_lifecycle_management_1":{"Name":"Product Lifecycle Management","Description":"Product development teams within agricultural companies need scalable product lifecycle management (PLM) infrastructure to support concurrent engineering needs. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"aerospace_and_satellite.engineering_research_and_development.product_lifecycle_management_2":{"Name":"Product Lifecycle Management","Description":"For aerospace companies, it is essential to scale product lifecycle management (PLM) to support the requirements of concurrent engineering teams. Product Lifecycle Management solutions on AWS can help companies meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global and remote engineering teams."},"hi_tech_electronics_and_semiconductor.new_product_development.product_lifecycle_management_3":{"Name":"Product Lifecycle Management","Description":"Hi-tech and electronics companies are seeking to implement integrated product lifecycle management (PLM) systems with their enterprise resource planning (ERP) and engineering processes. Product Lifecycle Management solutions on AWS can help businesses improve visibility into product development, process efficiency, and product quality while achieving increased PLM performance and eliminating data silos. By modernizing and migrating PLM workloads to AWS, hi-tech and electronics companies can improve time to market through better integration and increased performance of PLM workflows across global teams."},"engineering_and_design.enterprise_lifecycle_management.product_lifecycle_management_4":{"Name":"Product Lifecycle Management","Description":"With more businesses using digital engineering tools and applications like product lifecycle management (PLM), performance scalability, the cost of infrastructure maintenance, and the availability of new capabilities have all grown in importance. Product Lifecycle Management solutions on AWS can help businesses meet availability and compliance requirements, while also achieving increased PLM performance and eliminating data silos. By migrating PLM workloads to AWS, industrial manufacturers can improve time to market by increasing the performance of PLM workflows across global remote engineering teams."},"travel_and_hospitality.retailing_and_personalization":{"Name":"Retailing and Personalization","Description":"Solutions that enable the Chief Marketing Officer to increase customer engagement and revenue through tailored experiences."},"travel_and_hospitality.retailing_and_personalization.product_offerings_and_pricing":{"Name":"Product Offerings and Pricing","Description":"In the travel and hospitality industry, organizations need to constantly adjust the products that they offer and the prices that they charge. Using Product Offerings & Pricing solutions on AWS, companies can increase personalization and adjust pricing and product offerings based on analysis of customer data. Using these solutions, businesses can increase sales and profit margins while maintaining customer satisfaction."},"media_and_entertainment.content_production.production_asset_management_and_transcoding":{"Name":"Production Asset Management and Transcoding","Description":"Managing and manipulating large amounts of content created by studios, content creators, and creative service providers is a significant challenge. Production Asset Management and Transcoding solutions on AWS help address this by providing tools to ingest content to the cloud, manage content at scale, encode/transcode content for downstream use, and automate movement of content within the cloud and between cloud and on-premises environments. These solutions enable efficient content management and delivery, resulting in increased productivity and cost savings."},"oil_and_gas.upstream.production_monitoring_and_surveillance":{"Name":"Production Monitoring and Surveillance","Description":"For oil and gas customers, over 90% of their assets’ lifecycles are spent in the production phase. However, many companies do not have complete visibility into their assets’ operational data, impacting their ability to harness data-driven insights and engage in value-generating initiatives. Production Monitoring and Surveillance solutions on AWS provide a data lake that centralizes this data and standardizes the way that this information is brought into the cloud from physical infrastructure. With these solutions in place, oil and gas companies can establish the foundation necessary to consume, access, and manage their operational data, driving high-value projects across multiple use cases."},"oil_and_gas.upstream.production_optimization":{"Name":"Production Optimization","Description":"Upstream operators in the oil and gas industry are always searching for ways to improve their efficiency using data and insights extracted from their production operations. Production Optimization solutions on AWS harness data-driven insights to help upstream operators in two areas: artificial lift optimization and full-field optimization for networked resources. With these solutions in place, upstream operators can discover ways to improve efficiency and limit downtime across all types of artificial lift as well all increase their production while accounting for the dependencies between wells in the same field."},"automations.digital_workers.purchase_order_processing_automations":{"Name":"Purchase Order Processing Automations","Description":"For many organizations the purchase order process is inefficient and inconsistent. They may receive purchase orders in various formats, such as email, fax, images, and hand-written notes, and processing manual orders is a time-consuming task for their employees. Purchase Order Processing Automations on AWS help organizations reduce processing times and accurately improve purchase order handling quality. These solutions use automation to simplify and standardize these essential processes for better tracking and efficiency."},"automations.low_code_no_code.quality_inspection_app_development_automations":{"Name":"Quality Inspection App Development Automations","Description":"Developers in industries ranging from aerospace to telecom are determined to accelerate quality inspections to enhance internal efficiency. Quality Inspection App Development Automations on AWS help organizations in need of a low-code application development platform to establish quality inspection apps. With these solutions, developers can create full-stack, mobile, multi-experience, and hybrid apps in the cloud."},"higher_education.campus_and_it_operations.ransomware_mitigation":{"Name":"Ransomware Mitigation","Description":"Education institutions are prime targets for cyber attacks like ransomware. With continuously changing threats and attack vectors, the security landscape is growing increasingly complex and out of the realm of traditional IT teams. At most risk are the institutions managing federal research data and the personal information of students and staff. With the Ransomware Mitigation solution, systems are appropriately protected to help institutions monitor and update the many layers of digital defense."},"primary_and_secondary_education_k_12.security_and_compliance_2":{"Name":"Security and Compliance","Description":"Solutions to help the CIO/CTO with compliance and mitigate security risks in an Educational setting."},"primary_and_secondary_education_k_12.security_and_compliance_2.ransomware_mitigation_1":{"Name":"Ransomware Mitigation","Description":"Primary and secondary (K-12) institutions need robust data recovery plans to protect the sensitive data and critical infrastructure that schools require. Budget constraints and a shortage of IT staff skilled in ransomware make it difficult for schools to recover from these threats, especially as the complexity of ransomware attacks evolves. With Ransomware Mitigation solutions on AWS, institutions can enhance their security posture and update their layers of digital defense to help educators focus on high-quality learning experiences rather than cyberthreats."},"advertising_and_marketing.ad_platforms.real_time_advertising":{"Name":"Real-Time Advertising","Description":"The petabyte-scale, millisecond latency world of programmatic advertising brings significant challenges for performance, throughput, latency, and costs to advertising platforms. Real-Time Advertising solutions provide best practices and reference implementations that accelerate development of cloud-native architectures, reduce network latency, and improve price-performance per billion requests."},"capital_markets.financial_data_risk_and_research.real_time_market_data":{"Name":"Real-Time Market Data","Description":"Capital markets firms benefit from having access to real-time financial data to achieve more advanced data consumption, production, and distribution. Real-time Market Data solutions on AWS help to optimize infrastructure, maximize compliance, and minimize costs by reducing complexity in consuming data from multiple sources and simplifying implementation. With these solutions, capital markets firms can implement a strategic, scalable approach to improving operations and solving management and analytics challenges."},"justice_and_public_safety.law_enforcement.record_management_systems_rms":{"Name":"Record Management Systems (RMS)","Description":"Public safety agencies need to be able to store, access, and archive law enforcement records to stay up-to-date on current findings and monitor incidents or emergencies. However, existing systems are monolithic and outdated, leading to inaccurate or noncompliant data. Record Management Systems (RMS) solutions on AWS provide tools for setting up a modernized recordkeeping approach so public safety agencies can quickly and more easily access the information they need when they need it."},"capital_markets.trade_lifecycle.record_retention":{"Name":"Record Retention","Description":"Compliant record retention is a regulatory expectation for certain financial services institutions. The US Securities and Exchange Commission (SEC), Commodities Futures Trading Commission (CFTC) and the Financial Industry Regulatory Authority (FINRA) have recordkeeping rules. AWS has a number of solutions for customers pursuing compliance with SEC regulations. Amazon Simple Storage Service (Amazon S3) an object storage service that offers industry-leading scalability, data availability, security, and performance, and Amazon S3 Glacier a secure, durable, and low-cost Amazon S3 cloud storage class for data archiving and long-term backup."},"oil_and_gas.downstream.refinery_monitoring_and_surveillance":{"Name":"Refinery Monitoring and Surveillance","Description":"Downstream oil and gas refineries and petrochemical facilities must oversee a complex network of legacy equipment, processes, and technical infrastructure. The scale and complexity of downstream operations, along with siloed systems, make it difficult to access relevant, real-time business data and engage in high-value activities that are necessary to stay competitive in the industry. Refinery Monitoring and Surveillance solutions on AWS make it simple to access, centralize, and manage disparate sources of industrial data using edge software, cloud-native batch processing, near-real-time data storage, and data-visualization dashboards. With these solutions, oil and gas customers can readily access the data that they need to drive high-value initiatives, such as predictive equipment maintenance, spill and leak detection, and greenhouse gas emissions management."},"security_identity_and_compliance.digital_sovereignty":{"Name":"Digital Sovereignty","Description":"Solutions enabling CEO/CISO/CIO/CTOs to assess the sovereignty of their digital assets, data, and infrastructure, and support compliance with region-specific sovereignty regulations and governance requirements."},"security_identity_and_compliance.digital_sovereignty.region_specific_sovereign_regulations":{"Name":"Region-specific Sovereign Regulations","Description":"Customers face challenges complying with region-specific sovereignty regulations and governance requirements. Region-specific Sovereign Regulations Solutions on AWS help customers meet their compliance needs by providing specialized solutions tailored to regional requirements. These solutions enable customers to operate securely and compliantly, reducing risk and maintaining regulatory adherence, while leveraging the scalability and innovation of AWS"},"capital_markets.trade_lifecycle.regulatory_reporting":{"Name":"Regulatory Reporting","Description":"Financial firms must maintain records for reporting activities, including annual financial statements and reporting of transactional data. These records must adhere to regulations such as the Dodd-Frank Act, Markets in Financial Instruments Regulation (MiFIR), European Market Infrastructure Regulation (EMIR), Trade Reporting and Compliance Engine (TRACE), or Securities and Exchange Commission (SEC) Rule 613, known as the Consolidated Audit Trail. Using Regulatory Reporting solutions on AWS, firms can address issues that complicate regulatory reporting and gain greater value from their reporting data."},"life_sciences.clinical_trials":{"Name":"Clinical Trials","Description":"Solutions that enable the VP of Development to power the entire clinical development process from designing effective trials using analytics and ML capabilities, to enabling them virtually, to accelerating the regulatory submission process."},"life_sciences.clinical_trials.regulatory_submission":{"Name":"Regulatory Submission","Description":"Professionals in life science fields must submit clinical trial results to regulatory agencies for project and product approvals, which can require a significant amount of manual labor. Organizations can use Regulatory Submission solutions on AWS to help automate and optimize the submission of clinical trial results. With these solutions, professionals in the life science industry can focus their time on innovative, value-generating tasks."},"primary_and_secondary_education_k_12.learning_management_system":{"Name":"Learning Management System","Description":"Solutions to help the CIO, Education Administrators, and Assessment leaders of Primary & Secondary (K-12) schools deliver secure effective and efficient online learning and proctored tests. Services and solutions which provide functionality to test, assess and evaluate student performance against specified curriculum goals."},"primary_and_secondary_education_k_12.learning_management_system.remote_virtual_learning":{"Name":"Remote & Virtual Learning","Description":"The exclusively in-person classroom setting has become a thing of the past. Instead, teachers and students alike expect flexibility for virtual learning, including synchronous options, such as livestreaming from the classroom, and asynchronous options, such as pre-recorded videos that students can watch whenever they want. Remote & Virtual Learning solutions on AWS are at the heart of digital curriculum delivery and the remote learning experience. These solutions connect students and teachers with virtual learning content, resources, assignments, and progress indicators."},"agriculture.precision_agriculture.remote_connectivity":{"Name":"Remote Connectivity","Description":"Connectivity challenges are consistently mentioned by customers across the agri-food sector. They have customers and facilities in areas with little or no internet access, which impedes their ability to use cloud solutions. Agri-food customers can identify cost-effective ways to connect to the internet with Remote Connectivity solutions on AWS. These solutions help farmers and rural customers bridge the connectivity gap and move forward in their cloud adoption journey."},"hi_tech_electronics_and_semiconductor.smart_connected_products.remote_device_management":{"Name":"Remote Device Management","Description":"Electronic product companies must securely onboard, organize, and monitor connected products. Once these products are deployed in the field, these companies must also manage remotely updating and scaling devices to meet workload requirements. Remote Device Management solutions on AWS easily connect devices or device fleets to the cloud. Once connected to the cloud, companies can remotely manage devices and scale communication between devices to enhance operations."},"justice_and_public_safety.court.remote_hearings":{"Name":"Remote Hearings","Description":"Courts have traditionally relied on all parties being present in-person during court appearances, until the COVID-19 pandemic made that impossible. Courts needed to transition quickly from in-person hearings to virtual. Remote Hearings solutions on AWS provide end-to-end solutions for virtual courts with registration, scheduling, video streaming, encrypted document upload, and payments, enabling what could once only be done by a trip to the courthouse."},"small_and_medium_business.collaboration_and_productivity":{"Name":"Collaboration and Productivity","Description":"Solutions that allow secure work from anywhere capabilities and facilitate the free flow of information across the organization."},"small_and_medium_business.collaboration_and_productivity.remote_work_and_end_user_computing":{"Name":"Remote Work and End User Computing","Description":"Businesses are looking for solutions that create and maintain secure communication and collaboration for their remote workers. Many companies migrate their existing VDI applications to the cloud or replace them with cloud based desktop services to provide additional access security. AWS and our partners offer solutions that improve time to onboard, reduce security incidents, and improve TCO (Total Cost of Ownership) for end user services."},"power_and_utilities.electrical_power_generation":{"Name":"Electrical Power Generation","Description":"Solutions that enable the Chief Operations Officer to support the greater electrification of society and the transition to a zero-carbon grid."},"power_and_utilities.electrical_power_generation.renewables_data_lake_and_analytics":{"Name":"Renewables Data Lake and Analytics","Description":"Transitioning energy to the cloud requires an innovative infrastructure. Renewable energy sources, such as wind, solar, or battery energy storage systems (BESS), require an IoT data ingestion pipeline, data storage, and tools for analyzing these assets. Renewables Data Lake & Analytics solutions on AWS provide a foundation for managing the lifecycle of renewable assets. The solutions give customers the tools and resources necessary to establish a data lake and integrate analytics capabilities. They also make it easier to connect information technology with operational technology (IT/OT). Customers can build applications on top of this foundation as their cloud journey matures, transforming complex systems by harnessing the power of cloud technologies."},"research_1.time_to_science.research_360":{"Name":"Research 360","Description":"Researchers at nonprofit organizations use multiple tools to manage steps in the data pipeline, from identifying data to sharing findings. However, as the number of tools increase, so does the complexity of data management. Research 360 solutions on AWS offer researchers curated and simplified options for managing their data, giving them a more consistent experience at every step of their research."},"research.research_tools":{"Name":"Research Tools","Description":"Solutions which help Researchers work more efficiently through the use of high speed, high capacity solutions based in the cloud. Enabling the manipulation of datasets at scale and through the use of cutting edge AI/ML solutions and other well defined and supported systems."},"research.research_tools.research_analytics":{"Name":"Research Analytics","Description":"Research organizations at academic institutions collect and analyze enormous volumes of data. An important part of data analysis is ensuring accurate, exhaustive, and efficient use of this data. Research Data Analytics solutions on AWS help academic researchers, clinician-researchers and leaders quickly and accurately analyze data at scale so they can deliver on mission."},"research_1.time_to_science.research_data_analytics":{"Name":"Research Data Analytics","Description":"Research organizations collect and analyze enormous volumes of patient and participant data, sequencing data, imaging data, and clinical data. An important part of data analysis is ensuring accurate, exhaustive, and efficient use of data. Research Data Analytics solutions on AWS help researchers, clinicians, and leaders quickly and accurately analyze data at scale so they can deliver on mission."},"life_sciences.research_and_development.research_data_management":{"Name":"Research Data Management","Description":"Many businesses in the life science industry can benefit from collaboration, but siloed, on-premises data systems can prevent the efficient and secure exchange of data. With Research Data Management solutions, organizations can collaborate on datasets and manage their information using tools like electronic lab notebooks (ELN) and laboratory information management systems (LIMS). Organizations can even bring instrumentation data to the cloud on AWS, streamlining data management to support future research projects."},"research_1.time_to_science.research_data_security":{"Name":"Research Data Security","Description":"Researchers need to ensure that the data they collect and analyze is handled in a secure manner. Protecting participant data, complying with regulations, and following best practices related to data security has to be enforced across the entire data pipeline. Research Data Security solutions on AWS can help researchers maintain and secure their data pipeline so they can securely achieve mission goals."},"research.security_and_compliance_1":{"Name":"Security and Compliance","Description":"Solutions which help the CIO and lead Researchers provide strong security and privacy protections to sensitive datasets and research program outcomes."},"research.security_and_compliance_1.research_data_security_1":{"Name":"Research Data Security","Description":"Educational researchers need to collect, analyze, and manage their data securely. Throughout the duration of the research, participant data must be protected and comply with regulatory requirements. Research Data Security solutions on AWS can help researchers maintain and secure their data pipeline, allowing them to achieve their mission without compromising on security."},"research.research_tools.research_in_the_cloud":{"Name":"Research in the Cloud","Description":"Since research is often the engine of innovation, researchers should be equipped with tools that propel experimentation and transformation. Research in the Cloud solutions work with higher education institutions, research labs, and researchers around the world to move to the cloud faster. These solutions are cost-effective, scalable, and secure, accelerating the time to science by optimizing the opportunities of the cloud."},"resilience.high_availability_continuity_of_operations.resilient_applications_with_cell_based_architecture":{"Name":"Resilient Applications with Cell-Based Architecture","Description":"Cell-based architectures provide isolation boundaries, limit blast radius in case of failures, and reduce overall architectural risks. Use these resilience solutions to get started using cell-based architectures and improve application availability."},"resilience.high_availability_continuity_of_operations.resilient_databases":{"Name":"Resilient Databases","Description":"Organizations often struggle to ensure their databases can withstand failures and provide continuous value. Resilient Database solutions on AWS provide built-in replication, automatic failover, and backup capabilities. By using these solutions, organizations can achieve high availability, data durability, and rapid recovery, minimizing downtime and data loss risks while maximizing operational efficiency."},"capabilities.finance.resource_inventory_management":{"Name":"Resource Inventory Management","Description":"When customers are deploying resources in their cloud environment, it is important for them to maintain visibility and governance of their resources. A system of record helps customers track, log, and monitor their resource inventory. Resource Inventory Management solutions on AWS help customers manage and monitor their cloud resources and configurations."},"consumer_packaged_goods.it_digital_transformation.retail_analytics_and_automation":{"Name":"Retail Analytics and Automation","Description":"When a consumer packaged goods (CPG) company lacks a single source of truth for its retail data, it's challenging to grow revenue and improve profit margins. Data is often dispersed across its advertising, merchandising, and supply chain teams and collected using screen scrapers, custom code, and Excel. These manual efforts put the integrity of the data at risk. The Retail Analytics & Automation solutions on AWS can consolidate retail data into one centralized location and unlock demand forecast automation, ad and pricing optimization, and manage product information. These solutions help companies improve the quality and increase the trust in the data."},"consumer_packaged_goods.customer_engagement_and_marketing.retail_execution":{"Name":"Retail Execution","Description":"Consumer Packaged Goods (CPG) companies can risk sales opportunities due to substandard in-store execution and compliance practices. Retail Execution solutions on AWS are designed to help CPG companies solve the challenges of store compliance checks that are slow, incomplete, inexact, and expensive by ensuring that a manufacturer's overall brand strategy and practices are fully executed in retail stores. Put simply, Retail Execution solutions on AWS help companies get the right product, on the right shelf, at the right time."},"retail.customer_engagement_and_marketing_1.retail_media_networks_and_advertising":{"Name":"Retail Media Networks and Advertising","Description":"Many retailers seek creative ways to effectively engage customers across multiple touchpoints. Retail Media Networks and Advertising solutions on AWS help retailers deliver personalized advertising experiences. Retailers can leverage these solutions to build media networks that provide targeted, contextual ads during the online and in-store shopping journey, driving customer engagement and revenue opportunities."},"consumer_packaged_goods.customer_engagement_and_marketing.revenue_growth_management":{"Name":"Revenue Growth Management","Description":"Consumer Packaged Goods companies have challenges in Revenue Growth Management (RGM) when managing prices, assortments, and trade promotions across ecommerce and direct-to-consumer channels in addition to existing brick and mortar retail. RGM solutions on AWS focus on using artificial intelligence, analytics, and automation to optimize and streamline traditionally manual processes. Customers using RGM solutions on AWS see top-line revenue growth and improved service levels without adding manual efforts often done with spreadsheets."},"retail.smart_stores.rfid_inventory_management":{"Name":"RFID Inventory Management","Description":"With advancements such as curbside pickup and self check-out, managing store inventory has become more challenging than ever. Radio-Frequency Identification (RFID) technology can vastly improve inventory management processes by helping retailers monitor the location and status of any store item. RFID Store Inventory solutions on AWS allow you to set up RFID tags for items to overcome challenges associated with manual inventory tracking. These solutions help you improve inventory visibility and loss prevention."},"capital_markets.financial_data_risk_and_research.risk_management_platforms":{"Name":"Risk Management Platforms","Description":"Capital markets firms are facing evolving environments with new data management requirements, highly complex regulations, and shrinking margins. Risk Management Platforms solutions on AWS help firms meet these challenges with modern cloud-based options for managing trade, regulations, and risks. With these solutions, firms can digitally transform their trading, risk, and back-office systems to drive innovation and growth."},"agriculture.precision_agriculture.robotics_automation":{"Name":"Robotics & Automation","Description":"For agricultural production systems, advanced technologies, like robotics, present an opportunity to improve job quality and reduce manual labor. Using Robotics & Automation solutions on AWS, agricultural companies can access the latest artificial intelligence and machine learning technologies to streamline key production workflows. By implementing these automated solutions, companies can boost their efficiency and quickly bring high-performing, transformative solutions to market."},"automations.continuous_planning.sales_planning_automations":{"Name":"Sales Planning Automations","Description":"Commercial leaders know the great benefits of leveraging customer insights and performance data across the sales and marketing tech stack to help inform strategic planning. Sales Planning Automations on AWS help guide sales execution by highlighting where to focus sales resources, and design effective incentives and sales compensation plans. These solutions also help businesses evaluate paths to revenue including sales pipelines, and improve sales forecast accuracy to determine if the business is on track to hit revenue targets."},"consumer_packaged_goods.it_digital_transformation.sap_on_aws":{"Name":"SAP on AWS","Description":"Leaders in the Consumer Packaged Goods (CPG) industry are looking to improve the agility of their enterprise resource planning (ERP) systems, drive operational efficiencies, and lower their IT infrastructure costs. SAP Migration solutions on AWS help CPG companies move their SAP instances from on-premise to the AWS Cloud to help meet these objectives. These solutions help CPG customers who run SAP software get more value from SAP investments, increase agility with faster access to data insights, and gain a foundation to build great brands."},"retail.intelligent_supply_chain.sap_on_aws_1":{"Name":"SAP on AWS","Description":"Retailers often turn to SAP to help their company run better. But enterprises running their daily operations on SAP often face costly, time-consuming, and complex challenges, as well as system downtime, all of which affect productivity. SAP on AWS for Retail solutions provides resources to support SAP systems. These solutions increase business agility, improve networking reliability and availability, all while lowering overall costs."},"aerospace_and_satellite.space_operations":{"Name":"Space Operations","Description":"Space Operations"},"aerospace_and_satellite.space_operations.satellite_communications":{"Name":"Satellite Communications","Description":"Satellite communications benefit moving from cumbersome wired and wi-fi systems to satellite networks that improve scalability and reliability. AWS Satellite solutions allow for higher data bandwidth, lower latency, and increased collaboration so satellite operations can communicate from any location. These cloud-native solutions optimize network options to maximize mission outcomes."},"defense_and_national_security.mission_accelerators.satellite_imagery":{"Name":"Satellite Imagery","Description":"National security and defense organizations need to monitor human and geographic movement in near real time to successfully conduct missions, maintain national security, and increase cooperation with other governments. Satellite data and imagery can help with tracking movement patterns as they occur. Satellite Imagery solutions on AWS deliver rapidly evolving satellite data to national security, defense, and national law enforcement organizations to improve and speed up decision-making that keeps global populations safe."},"supply_chain.data_analytics_and_modeling.scenario_analysis":{"Name":"Scenario Analysis","Description":"In economic uncertainty, companies need to evaluate multiple supply chain scenarios to optimize for cost, service, profits, and environmental impacts. Scenario Analysis includes modeling for demand variations, supply volatility, or fluctuations in production capacity. They may also include changes in pricing routing and availability of various modes of transportation. Scenario Analysis solutions on AWS help companies address business uncertainty and environmental risks, by evaluating the impact of one or more factors on all elements of the supply chain."},"travel_and_hospitality.connected_experiences.seamless_end_to_end_traveler_guest_journey":{"Name":"Seamless End-to-End Traveler/Guest Journey","Description":"Companies in the travel and hospitality (T&H) industry need to centrally collect customer data, effectively communicate with customers, and provide a seamless customer experience from booking to arrival. By using Seamless End-to-End Traveler/Guest Journey solutions on AWS, T&H companies can deploy Internet of Things and biometric devices, along with other devices that collect traveler or guest data, to interact with the customer throughout their journey. This can help T&H companies increase customer satisfaction and retention."},"customer_experience.omnichannel_customer_engagement":{"Name":"Omnichannel Customer Engagement","Description":"Omnichannel Customer Engagement Solutions offer a multifaceted approach to customer engagement that allows organizations to maintain a unified presence with synchronized messaging and experiences across online and offline channels — grounded in a holistic understanding of the customer and their engagement preferences.    The solutions enable organizations to reach users on many channels — websites, mobile apps,  email, push notifications, live chat, SMS, WhatsApp, and more — with relevant, timely, and personalized messaging and Ui/UX."},"customer_experience.omnichannel_customer_engagement.search_and_discovery":{"Name":"Search and Discovery","Description":"Traditional search engines often overwhelm users with irrelevant results, leading to abandoned searches or costly human assistance. Search and Discovery Solutions on AWS leverage AI to understand user intent, predict preferences, and transform search into a conversation. This provides a more intuitive, personalized experience and reduces costs associated with abandoned searches or call center engagement."},"security_identity_and_compliance.infrastructure_security.secure_access_services_edge_sase":{"Name":"Secure Access Services Edge (SASE)","Description":"Traditional security solutions struggle to provide consistent protection across distributed users, devices, and applications. Secure Access Services Edge (SASE) Solutions on AWS converge networking and security functions into a cloud-delivered service model, enabling secure access from anywhere. SASE on AWS streamlines operations, enhances visibility, and improves security posture by consolidating multiple capabilities into a unified platform."},"hi_tech_electronics_and_semiconductor.design_and_verification.secure_collaboration":{"Name":"Secure Collaboration","Description":"Semiconductor companies must collaborate with a variety of supply chain partners. These partners include vendors of electronic design automation (EDA) software, intellectual property (IP) core companies, chip foundries, and outsourced assembly and test (OSAT) providers. Using AWS solutions, semiconductor companies can reduce the time to create a collaborative engineering solution from days or weeks to minutes. Customers can use collaborative engineering solutions directly through AWS CloudFormation templates and related documentation or through an AWS Partner. Additionally, semiconductor foundries offer solutions built on AWS for remote collaborative engineering. Qualified system integrator partners that serve the semiconductor industry as managed service providers also offer collaborative solutions."},"defense_and_national_security.productivity_and_business_operations":{"Name":"Productivity and Business Operations","Description":"Solutions to assist operations leaders with improved capability, productivity, and scalability in business operations."},"defense_and_national_security.productivity_and_business_operations.secure_communication":{"Name":"Secure Communication","Description":"National security, defense, and national law enforcement organizations must protect sensitive data when communicating with mission stakeholders. These stakeholders need a way to easily share text, images, or similar files without worrying about this information getting in the wrong hands. Secure Communication solutions on AWS use advanced security and encryption services to give national security, defense, and national law enforcement organizations the confidence of knowing that only the intended recipients will have access to their communications."},"content_delivery_and_edge_services":{"Name":"Content Delivery and Edge Services"},"content_delivery_and_edge_services.security_1":{"Name":"Security","Description":"Publicly accessible web applications and APIs are exposed to threats such as SQL injection, automated requests by malicious bots, and DDoS attacks that can affect availability, compromise security, or consume excessive resources. Using Application Security solutions using Edge Services, Technical Decision Makers benefit from massive scale, fully integrated and highly customisable network and application layer protections."},"content_delivery_and_edge_services.security_1.secure_content_delivery":{"Name":"Secure Content Delivery","Description":"When building and deploying infrastructure or applications at the edge, you need comprehensive security with a reliable cloud infrastructure. And securing your rich, media, or static content requires extra care. With the Secure Content Delivery solution on AWS, you can add additional layers of security to prevent unauthorized access and common web exploits. This allows you to spend more time building applications, and less time monitoring threats."},"compute.cloud_native_applications.secure_serverless_and_containerized_applications":{"Name":"Secure Serverless and Containerized Applications","Description":"Security is the number one priority for customers and AWS. Whether it is to centrally store and manage credentials, API keys, and other secrets, or help you find vulnerability in your serverless and containerized applications, AWS can assist with solutions to help you achieve your security objectives."},"security_identity_and_compliance.infrastructure_security.secure_web_gateway_swg":{"Name":"Secure Web Gateway (SWG)","Description":"Protecting users from web-based threats and enforcing security policies is a critical challenge for organizations. Secure Web Gateway (SWG) Solutions on AWS provide comprehensive protection for users accessing web resources by filtering malicious content and enforcing security policies, including URL filtering, malware prevention, SSL/TLS inspection, and data loss prevention capabilities. SWG helps organizations secure web access, protect against web-based threats, and ensure compliance with security policies."},"healthcare.core_health_it.security_and_regulatory":{"Name":"Security and Regulatory","Description":"For the highly regulated healthcare industry, companies need to meet strict requirements when storing, processing, or transmitting protected data. Organizations can use Security & Regulatory solutions from AWS to improve their security posture and work toward compliance with global regulatory standards."},"capabilities.security.security_incident_response":{"Name":"Security Incident Response","Description":"When security incidents occur, you need to respond as quickly as possible to mitigate risks. The Security Incident Response capability will help you establish the right tools and mechanisms in your environment to respond to these types of events in a timely manner."},"automations.infrastructure_optimization":{"Name":"Infrastructure Optimization","Description":"Solutions that enable the Chief Information Security Officer to enhance cloud security posture and reduce the manual effort involved in protecting endpoints, applications, and workloads."},"automations.infrastructure_optimization.security_orchestration_automation_and_response_soar":{"Name":"Security Orchestration, Automation and Response (SOAR)","Description":"Security Orchestration, Automation & Response (SOAR) solutions on AWS can help to improve the efficiency of security operations, including cloud and endpoint protection. These solutions reduce the risk of human error, improve collaboration and communication between security teams, increase visibility into security threats, and improve the overall security posture of the organization."},"security_identity_and_compliance.threat_detection_and_response.security_orchestration_automation_and_response_soar_1":{"Name":"Security Orchestration, Automation, and Response (SOAR)","Description":"Security operations and incident response processes can benefit from automation making them less time-consuming and prone to errors. Security Orchestration, Automation, and Response (SOAR) Solutions on AWS help organizations streamline these processes by integrating security tools, automating playbook execution, and enabling efficient incident management workflows. SOAR solutions improve response times, standardize security operations, and reduce manual effort, resulting in enhanced security posture and operational efficiency."},"security_identity_and_compliance.cyber_insurance":{"Name":"Cyber Insurance","Description":"This solution area offers solutions that help customers assess, measure, and manage cyber risks to meet cyber insurance requirements and optimize coverage."},"security_identity_and_compliance.cyber_insurance.security_risk_assessment_for_insurance":{"Name":"Security Risk Assessment for Insurance","Description":"Cyber Insurance solutions focus on automating security posture evaluation and continuous compliance monitoring for insurance underwriting and policy maintenance. These solutions can help by automatically collecting and analyzing AWS security compliance data through services like AWS Security Hub to evaluate security risks and controls. They help provide standardized security metrics for determining insurance eligibility, coverage terms, and pricing, while also enabling ongoing monitoring of security posture to maintain coverage requirements. By offering real-time visibility into policyholder security practices, alerting on changes that could impact policy terms, and providing actionable recommendations, these solutions can help streamline the underwriting process and support proactive risk management for both insurers and insured organizations."},"charities_and_membership.it_optimization.security_governance_and_compliance":{"Name":"Security, Governance and Compliance","Description":"Meeting core security and compliance requirements is critical for every organization, including nonprofits. Using security, governance, and compliance solutions on AWS, nonprofits can protect their cloud infrastructure from threats, such as ransomware and malware. Automating manual security tasks lets organizations shift their focus to scaling and innovation. It’s simple to prevent security breaches, detect and gain visibility into security postures, respond to incidents automatically, and remediate quickly. Plus, organizations pay for only the services that they use."},"credit_unions.it_optimization_1.security_governance_and_compliance_1":{"Name":"Security, Governance and Compliance","Description":"Meeting security and compliance requirements is critical for credit unions. By automating manual security tasks, organizations can shift their focus from reacting to security breaches to scaling and innovating for their members. That's where the Security, Governance & Compliance solutions on AWS can help. Credit unions can protect their cloud infrastructure from threats, such as ransomware and malware. These solutions make it simple to prevent security breaches, detect and gain visibility into security postures, respond to incidents automatically, and remediate quickly. Plus, organizations pay for only the services that they use."},"customer_experience.customer_analytics_and_intelligence.segmentation":{"Name":"Segmentation","Description":"To understand customer needs, organizations have relied on segmentation to create categories of customers based on shared characteristics. The most common method of segmentation involves applying hard-coded rules to a customer profile, which requires time-consuming and manual data analysis. This method has become less viable with customer data growth. Segmentation solutions on AWS harness rules-based and machine learning-based segmentation to process vast amounts of data and discover recurring patterns that may not have been traceable with manual data analysis."},"migration_and_modernization.application_data_and_server_migrations.server_migration":{"Name":"Server Migration","Description":"The process of migrating to the cloud involves manual and time-consuming efforts of collecting all your data, configuration, and application details.  The Server Migration solutions on AWS allow you to automate the conversion of your source servers to run natively on AWS. With these solutions, you can move and optimize your on-premises and cloud-based applications"},"new_to_aws.migrate_to_the_cloud.server_migration_1":{"Name":"Server Migration","Description":"When migrating server infrastructure, companies often contend with manual processes that are time-consuming and error-prone. Server Migration solutions on AWS coordinate and automate the manual processes involved with migrating server infrastructure to the cloud. These solutions use an orchestration platform that will help you migrate more efficiently and reduce the risk of human error."},"cloud_operations.monitoring_and_observability":{"Name":"Monitoring and Observability","Description":"Solutions that provide the Cloud Architect insights into application performance, system health, and user experience to ensure optimal service delivery, minimal downtime, and exceptional customer satisfaction."},"cloud_operations.monitoring_and_observability.signal_analytics_and_visualization":{"Name":"Signal Analytics and Visualization","Description":"Customers require advanced monitoring and observability capabilities to effectively analyze and visualize signals from AWS Cloud workloads and infrastructure. Signal Analytics and Visualization solutions on AWS help customers gain comprehensive insights into performance, health, and behavior of their cloud-based systems. These solutions enable customers to quickly identify issues, diagnose root causes, uncover patterns and trends, and drive data-driven decision making. Robust monitoring and observability empowers customers to proactively deliver high-performing, resilient, and cost-effective cloud workloads aligned with business objectives."},"automotive.vehicle_software_development.simulation_and_reprocessing":{"Name":"Simulation and Reprocessing","Description":"Simulation is a vital step in validating the efficacy of ADAS and autonomous driving features, such as lane-keeping assistance systems, adaptive cruise control, and automated emergency braking. Simulation & Verification solutions perform validation and verification of these features on the cloud. These solutions increase overall test coverage by using raw and synthetic data supported by software-in-loop and hardware-in-loop simulation workloads."},"credit_unions.digital_banking.single_sign_on":{"Name":"Single Sign On","Description":"Credit union members today expect a seamless and consistent experience when accessing their banking applications. Making these experiences consistent necessitates a unified sign-on experience across all systems. Using Single Sign-on solutions on AWS, credit unions can ensure that the first step of a unified and consistent member experience is achieved."},"travel_and_hospitality.retailing_and_personalization.single_view_of_the_traveler_guest":{"Name":"Single View of the Traveler/Guest","Description":"To better understand their customers, leaders in the travel and hospitality industry need a single, unified view of customers, known as Customer 360. With Single View of the Traveler/Guest solutions on AWS, organizations can acquire data from every customer interaction and store it in a single repository that is constantly augmented and enriched. Data stored on AWS is accessible across the organization, facilitating more effective marketing campaigns and targeted communications through powerful analytics tools that help personalize the customer experience and identify retail trends."},"travel_and_hospitality.connected_experiences.smart_assets_and_facilities":{"Name":"Smart Assets and Facilities","Description":"Companies in travel and hospitality (T&H) regularly look for new ways to improve operations. With Smart Assets & Facilities solutions, T&H companies can deploy smart devices, such as Internet of Things assets, to source valuable data and generate insights. Companies can then use these insights to manage operational resources and automate manual tasks, such as monitoring refrigerator temperatures. Using these solutions, companies can boost customer satisfaction and improve the quality of their service while reducing operational costs and manual labor."},"internet_of_things_iot.smart_consumer_commercial_products.smart_homes":{"Name":"Smart Homes","Description":"Through connectivity and IoT, devices, such as smart home appliances, lights, and media products, tasks can be automated, from turning off the lights with a simple voice command to setting up notifications about unusual home activity. These automation sequences can make resident's lives easier, more informed, and comfortable. Smart Home solutions include smart home accelerators and multiple connectivity protocol support, enabling developers to quickly create and integrate smart home platforms on AWS."},"security_identity_and_compliance.digital_sovereignty.sovereign_assessment":{"Name":"Sovereign Assessment","Description":"Customers face challenges in assessing digital sovereignty and regulatory compliance requirements across different regions or jurisdictions. Sovereign Assessment Solutions on AWS help customers navigate these complexities by providing tailored guidance and tools. This enables customers to make informed decisions, mitigate risks, and achieve compliance, ultimately enhancing their business operations and competitiveness."},"security_identity_and_compliance.digital_sovereignty.sovereign_foundations":{"Name":"Sovereign Foundations","Description":"Customers face challenges in meeting digital sovereignty and regulatory compliance requirements. Sovereign Foundations Solutions on AWS provide tailored solutions and services to address these challenges. These solutions enable customers to comply with regulations while maintaining control over their data and operations, enhancing data privacy and security."},"aerospace_and_satellite.application_development_1.space_data_sets":{"Name":"Space Data Sets","Description":"Accessing space data sets can be costly and time-consuming. Researchers need a way to acquire and analyze these large data sets without having to worry about burdensome administrative processes or extra costs. AWS space data sets solutions make space data publicly available, allowing academia, research, and industry to focus on research and experimentation using real-world scenarios."},"banking.finance_and_risk_transformation.statutory_regulatory_and_financial_reporting":{"Name":"Statutory, Regulatory and Financial Reporting","Description":"Banks conduct two types of finance reporting functions: internal reporting for planning and budgeting and external reporting for regulators and shareholders. Both tasks involve sourcing data from multiple systems, as well as consolidating and aggregating information for analysis and presentation. Banks want to create a centralized data storage with flexible data management functionality that can handle a variety of sources and formats. This includes data governance, meaning the rules of maintaining data and data lineage, the part of governance that records how data moves through a system. The system allows banks to avoid manual tasks while providing transparency to executives and regulators."},"migration_and_modernization.application_data_and_server_migrations.storage_migration":{"Name":"Storage Migration","Description":"Most enterprise IT environments have petabytes of data that is expensive to manage and maintain. Storage Migration solutions on AWS helps to securely and cost-effectively move petabytes of data to the cloud. Migrating data to AWS can help your organization reduce costs for data storage, while improving resiliency and performance for data protection and analysis."},"small_and_medium_business.it_and_digital_transformation.storage_data_protection_and_recovery":{"Name":"Storage, Data Protection and Recovery","Description":"The cloud gives small and medium businesses a level of security and reliability for data storage that would not be feasible otherwise. With eleven 9's of durability for backup and access to the latest security advances, Amazon Web Services and our partners provide cost-effective ways to store and protect data. Additional insights are delivered through artificial intelligence and machine learning."},"retail.smart_stores.store_fulfillment":{"Name":"Store Fulfillment","Description":"Retailers face increasing customer expectations for convenient shopping experiences and flexible fulfillment options. Store Fulfillment solutions on AWS help retailers leverage their brick-and-mortar stores to efficiently fulfill online orders, enabling options like buy online, pickup in-store, and ship from store. By exposing inventory across channels, these solutions allow retailers to provide a seamless omnichannel experience and optimize their fulfillment operations, improving customer satisfaction and delivery speed."},"retail.smart_stores.store_networking":{"Name":"Store Networking","Description":"Retailers migrating services to the cloud must address security, latency, access, and endpoint management. Store Networking solutions on AWS provide a way for retailers to consolidate and centrally manage the network and security infrastructure for thousands of stores. Retailers can build a global or nationwide network backbone, then attach leaf nodes for stores and business centers. By using these solutions and AWS managed services, retailers can achieve a strong, resilient infrastructure that provides a consistent experience across stores."},"media_and_entertainment.direct_to_consumer_and_streaming.streaming_media":{"Name":"Streaming Media","Description":"To meet their customers’ shifting viewing behaviors, media and entertainment companies are looking for the best web-based video streaming alternatives to traditional television. With Video Streaming solutions on AWS customers can choose from Live and VOD streaming options that can be started quickly and are easily customizable. Using these solutions, companies can avoid trial and error and ultimately save time and frustration."},"higher_education.student_lifecycle_management":{"Name":"Student Lifecycle Management","Description":"Solutions to help college administrators recruit, retain, and graduate students effectively while transforming and personalizing the student experience."},"higher_education.student_lifecycle_management.student_analytics":{"Name":"Student Analytics","Description":"A deeper understanding of the student experience, including acceleration and deceleration influencers, is key for education institutions to meet their missions and goals. Student Analytics solutions on AWS provide enrollment and engagement analytics tools that offer visibility into the student journey, generating actionable insights for administrators and practitioners."},"higher_education.student_lifecycle_management.student_communications":{"Name":"Student Communications","Description":"Students and their families expect 24/7 access to information that is personalized for their individual education experiences. Institutions cannot provide this access at scale without a strategy and the tools to support it. Student Communications solutions on AWS offer bidirectional, multi-modal communications that help institutions to respond quickly to transactional questions and that provide referrals to staff when appropriate."},"primary_and_secondary_education_k_12.academic_administration.student_management":{"Name":"Student Management","Description":"To report on student progress, primary and secondary (K-12) schools must continuously capture and process significant amounts of data, including student intake, attendance, and assessments. Teachers, students, and parents generally all have access to these records, making it challenging to keep this data secure and accurate. Student Management solutions on AWS provide reliable, performant services that scale to the volume and variety of student data collected each day. Additionally, embedded identity and access controls keep data private and protected."},"consumer_packaged_goods.supply_chain.supply_and_inventory_planning":{"Name":"Supply and Inventory Planning","Description":"Consumer Packaged Goods (CPG) companies rely on planning to track raw materials, completed products, and serialized assets as they move through the value chain in real time. Supply & Inventory Planning solutions on AWS let teams analyze internal and external supply chain data sources to predict risks and prescribe recommendations to better manage inventory and capacity. With these solutions, CPG supply chain leaders have greater visibility and insight at all stages - from raw material availability to final delivery - so they can predict supply risks and reduce late deliveries."},"supply_chain.data_analytics_and_modeling.supply_chain_data_integration_hub":{"Name":"Supply Chain Data Integration Hub","Description":"Supply chain data needs to be in a standardized and interoperable format for predictive analytics and trend identification. Supply Chain Data Integration solutions use a data lake as a centralized data repository. The data lake is vendor-agnostic, giving companies the flexibility to ingest data from multiple applications. Data lakes further integrate with powerful data analytics services and unified governance tools."},"retail.intelligent_supply_chain.supply_chain_optimization":{"Name":"Supply Chain Optimization","Description":"Retailers looking to improve their retail operations should consider enhancing their distribution network. By using Supply Chain Optimization solutions on AWS, retailers can set up the most optimal inventory placement within their supply chains to minimize operational, manufacturing, transportation, and distribution costs. By using these solutions, retailers can better avoid lost sales, capture forecasted sales, and improve the customer experience."},"automations.continuous_planning.supply_chain_planning_automations":{"Name":"Supply Chain Planning Automations","Description":"Business leaders today want to enable faster, smarter decision-making by combining intelligence and speed with real-time visibility across supply, demand, sales and operations planning. Supply Chain Planning Automations on AWS help run a variety of scenarios, from tactical “what if” questions to longer-term considerations, allowing planners to create, share, and compare scenarios across the business to help understand potential company-wide impacts. With such increased visibility, businesses have the ability to sense and drive demand, facilitating a dynamic, collaborative planning process for all stakeholders."},"hi_tech_electronics_and_semiconductor.supply_chain_management_1.supply_chain_resiliency":{"Name":"Supply Chain Resiliency","Description":"Businesses in the hi-tech industry face challenges to their supply chain management from global material shortages, shifting consumer demands, and geopolitical issues. In particular, semiconductor companies seek to make their supply chains more resilient. As part of a broader solution for the semiconductor industry, companies can use SAP and Data Lake on AWS to optimize supply chain analytics to gain resiliency up and down the semiconductor supply chain."},"supply_chain.planning_and_optimization.supply_chain_response_planning":{"Name":"Supply Chain Response Planning","Description":"When supply is constrained, companies must quickly make distribution decisions aligned to strategic customers and organizational priorities. However, fulfillment teams need tools to translate leadership goals into everyday operating rules. Supply Chain Response Planning solutions accurately predict future demand so teams can reserve supply based on organizational priorities and identify the optimal warehouse for order fulfillment."},"security_identity_and_compliance.infrastructure_protection":{"Name":"Infrastructure Protection","Description":""},"security_identity_and_compliance.infrastructure_protection.supply_chain_security":{"Name":"Supply Chain Security","Description":"Organizations often want to manage security risks from software dependencies and the software supply chain. SBOM / Supply Chain Security Solutions on AWS help organizations understand and secure their software supply chain by providing component inventory, vulnerability tracking, and supply chain risk assessment capabilities. This can allow organizations to proactively identify and mitigate risks, ensuring software supply chain security and compliance."},"consumer_packaged_goods.supply_chain.supply_chain_visibility":{"Name":"Supply Chain Visibility","Description":"Supply chain disruptions continue to pose a significant challenge for consumer packaged goods (CPG) companies, who must closely monitor their supply chain and identify areas of potential risk. Supply Chain Visibility solutions on AWS offer CPG organizations comprehensive visibility into their complex supply networks. This includes visibility into the flow of raw materials to manufacturing facilities, the production of finished goods, and the distribution of products from plants to distribution centers, retailers, and ultimately to consumers. These solutions also provide tracking capabilities for both traditional supply networks and emerging digital supply networks, addressing the challenges presented by last-mile delivery."},"enterprise_resource_planning.business_process_modernization.sustainability":{"Name":"Sustainability","Description":"Organizations in every industry are working to reduce greenhouse gas (GHG) emissions. However, many find it challenging to gather and analyze the data required for measuring the carbon footprint of products (CFP), company-wide reporting, and decarbonization planning. Sustainability on AWS solutions help sustainability teams using SAP ERP to dynamically track CFPs across their operations, portfolios, and value chains. With these solutions, sustainability teams can maintain better transparency, simplify reporting, reduce compliance costs, and progress towards their emissions reduction targets."},"travel_and_hospitality.optimize_core_operations.sustainability_and_waste_reduction":{"Name":"Sustainability and Waste Reduction","Description":"Sustainability has developed into an essential element of the travel and hospitality (T&H) industry, which is why organizations need tools to better measure and analyze consumption, improve energy use, and optimize resources. Sustainability & Waste Reduction solutions on AWS help organizations track waste streams, identify waste generation patterns, and gain valuable insights on waste reduction, diversion, and recycling efforts. Using these solutions, organizations can optimize resource efficiency practices and achieve cost savings to help meet sustainability goals."},"engineering_construction_and_real_estate.operations_and_maintenance.sustainable_buildings":{"Name":"Sustainable Buildings","Description":"Today’s real estate and construction businesses want to modernize their legacy building management systems with data analytics and artificial intelligence/machine learning (AI/ML) to better monitor their sustainability goals, energy management, air quality, and other smart building capabilities. Sustainable Building solutions on AWS integrate disparate building systems, assets, and sensors to provide an enterprise building portfolio view. With these solutions, facility managers and engineers have access to near real-time insights and intelligence for efficient daily operations that support their ability to track and manage sustainability goals."},"sustainability.biodiversity_natural_resources.sustainable_buildings_1":{"Name":"Sustainable Buildings","Description":"Today, business leaders want to modernize their legacy building management systems with data analytics and artificial intelligence and machine learning (AI/ML). This helps them to better monitor their sustainability goals, energy management, air quality, and other smart building capabilities. Sustainable Building solutions on AWS integrate disparate building systems, assets, and sensors to provide an enterprise building portfolio view. With these solutions, facility managers and engineers have access to near real-time insights and intelligence for efficient daily operations that support their ability to track and manage sustainability goals."},"sustainability.it_infrastructure_and_architecture":{"Name":"IT Infrastructure and Architecture","Description":"Data centers represent the information bedrock that supports every aspect of the modern economy. Sustainable IT Infrastructure is about minimizing the environmental impact of IT hardware and data centers through renewable energy, water stewardship, innovation in silicon design, reducing electronic waste, and adopting system optimization tools and best practices. Sustainable IT Architecture, based on the Sustainability pillar of the AWS Well-Architected Framework, focuses on environmental impacts of software systems, especially energy consumption and efficiency, since they are important levers for architects to inform direct action to reduce resource usage."},"sustainability.it_infrastructure_and_architecture.sustainable_it":{"Name":"Sustainable IT","Description":"Technology leaders across industries want to align IT purchasing with their organizations’ sustainability goals. With Sustainable IT solutions on AWS, companies can measure, predict, and reduce the carbon emissions associated with IT infrastructure and cloud workloads. With these solutions in place, organizations can gain visibility into their Scope 3 emissions on AWS; implement environmental best practices for cloud computing; and reduce the climate impacts of their cloud workloads."},"capabilities.governance_risk_and_compliance.tagging":{"Name":"Tagging","Description":"To meet the increasing demand for automation and access control, customers need tooling to identify, organize, and filter metadata for their cloud resources. The Tagging capability enables customers to group sets of resources for cost reporting and automation, such as patching for select tagged instances and grouping resources that make up a microservice, application, or workload. This is fundamental for enterprise-level visibility and control."},"retail.customer_engagement_and_marketing_1.target_marketing":{"Name":"Target Marketing","Description":"Target Marketing solutions enable retailers to deliver automated and personalized engagement. This helps retailers remain connected with their customers, deliver great customer service, and drive brand awareness."},"security_identity_and_compliance.identity_and_access_management.temporary_elevated_access_management_team":{"Name":"Temporary Elevated Access Management (TEAM)","Description":"Maintaining operational efficiency while adhering to security best practices is a goal for organizations in cloud environments. Temporary Elevated Access Management (TEAM) Solutions on AWS enable controlled, time-bound elevation of privileges, encompassing request, approval, and automated enforcement of temporary elevated access. TEAM solutions balance operational needs with security requirements through structured workflows and comprehensive audit logging, enhancing security posture and operational agility."},"to_be_deprecated_genomics.tertiary_analysis":{"Name":"Tertiary Analysis","Description":"Solutions to enable the Head of Research uncover correlations across 1st and 3rd party datasets (e.g. multi-modal and multi-omics) and turn data into biological insight to drive faster innovation."},"to_be_deprecated_genomics.tertiary_analysis.tertiary_analysis_and_ml":{"Name":"Tertiary Analysis and ML","Description":"In the healthcare and life science industries, interpreting genomic information is a data-heavy discipline requiring robust compute resources. Tertiary Analysis & Machine Learning (ML) solutions on AWS help to turn data into biological insights. Using these solutions equips organizations with access to greater computing efficiency at scale, reproducible data processing, and data integration capabilities—all in a compliance-ready environment."},"analytics.data_management.third_party_and_federated_data":{"Name":"Third-Party and Federated Data","Description":"Managing a variety of sources of data, in real-time, and combining all your information into a single, usable data lake can be a huge project to build and manage. Moving and combining data in an efficient, prepared way, and thinking ahead on how and where to integrate it for easy access, can improve any business process - from analytics to application development to sales and marketing."},"new_to_aws.migrate_to_the_cloud.third_party_applications_deployment":{"Name":"Third-Party Applications Deployment","Description":"Migrating third-party applications is a great way to begin your migration journey to the cloud. When deploying third-party applications, it can be time-consuming to manually identify and provision individual resources. Third-Party Applications Deployment solutions on AWS recommend the right AWS resources, provide a cost estimate, and, when approved, automatically provision and configure the selected resources to create a production-ready application."},"retail.digital_commerce_1.third_party_marketplace":{"Name":"Third-Party Marketplace","Description":"Retailers interested in expanding their inventory assortment without the carrying cost should consider adding marketplace functionality to their website. Our Third-Party Marketplace solutions make it easier to add a marketplace and create a new revenue stream."},"security_identity_and_compliance.data_protection.tokenization_and_masking":{"Name":"Tokenization and Masking","Description":"Protecting sensitive data while maintaining application functionality is a requirement for organizations. Tokenization and Masking Solutions on AWS replace sensitive data with non-sensitive equivalents, preserving data format and usability through persistent and dynamic data masking, format-preserving tokenization, and secure storage of original values. These solutions help reduce exposure of sensitive data and maintain compliance while enabling business operations."},"agriculture.supply_chain_2.traceability":{"Name":"Traceability","Description":"Agribusinesses rely on real-time supply chain visibility to meet sustainability reporting requirements, optimize supply and demand forecasting, and track and manage the location of raw materials through to finished goods and delivery. By using Traceability solutions on AWS, agribusinesses can analyze internal and external supply chain data to identify improvements, predict risks and prescribe recommendations to better manage inventory and capacity. With these solutions, agribusiness supply chain leaders gain greater visibility and insight at all stages – from customer demand predictions, to the processing of raw materials and final delivery – so that they can predict risks, optimize, and report on the entire supply chain."},"supply_chain.visibility_and_control.traceability_lineage_and_recalls":{"Name":"Traceability, Lineage and Recalls","Description":"To support customer recalls and product warranty claims, companies must track and trace product lineage and field service asset management. Traceability, Lineage, & Recalls solutions capture product information across the value chain for real-time traceability. These solutions use Internet of Things (IoT) and blockchain technology to process orders and identify impacted product components by lot or serial number."},"consumer_packaged_goods.customer_engagement_and_marketing.trade_promotion_management":{"Name":"Trade Promotion Management","Description":"Consumer Packaged Goods (CPG) companies spend on average 20% of their revenue on trade promotion but it's difficult for customers to optimize trade promotions and determine return-on-investment. Trade Promotion Management (TPM) solutions on AWS apply data, analytics, and artificial intelligence to help brands optimize trade spend and focus investments on trade promotions that help them meet revenue growth goals. Using a data driven approach to TPM can help CPGs build a healthy revenue growth practice without relying on spreadsheets and manual processes."},"capital_markets.trade_lifecycle.trading_systems":{"Name":"Trading Systems","Description":"Capital markets organizations are experimenting with new trading strategies as they tackle record-breaking volatility. Trading Systems solutions on AWS leverage the scalability of the cloud to enhance security and transparency for on-demand trade-related auditing and reporting. When using these solutions, organizations can modernize workloads across the trade life cycle to reduce technical debt, increase agility and scalability, and reallocate IT resources to higher-value work."},"content_delivery_and_edge_services.edge_network_optimization":{"Name":"Edge Network Optimization","Description":"Solutions to enable the Chief Technology Officer to deliver faster, more responsive, and more secure services to their end-users, while optimizing their infrastructure costs and improving scalability and resilience."},"content_delivery_and_edge_services.edge_network_optimization.traffic_management":{"Name":"Traffic Management","Description":"Network congestion can cause high latency and low performance for both users and businesses alike. Whether you want to control how and when users can access your sites, or just want to prevent large bursts of traffic, the Traffic Management solutions on AWS can help. It provides options such as Virtual Waiting rooms that allow you to control how and when users can access your websites and applications."},"capital_markets.trade_lifecycle.transaction_surveillance":{"Name":"Transaction Surveillance","Description":"Financial institutions often face challenges with transaction surveillance issues such as capacity scaling, legacy constraints, excessive alerts, and siloed programs. Transaction Surveillance solutions on AWS help these institutions build data lakes, apply analytics and machine learning to streamline processes, detect market manipulation, and facilitate regulatory reporting. This helps financial institutions and firms to enhance efficiency, reduce costs, and maintain compliance amid evolving regulations."},"travel_and_hospitality.optimize_it.transformations_for_reinvention_and_innovation":{"Name":"Transformations for Reinvention and Innovation","Description":"Companies in the travel and hospitality industry are seeking to effectively engage their IT workforces so that IT departments become partners in streamlining business processes and driving innovation. Transformations for Reinvention & Innovation solutions on AWS can help customers transform stifling legacy methodologies into innovative, cost-effective solutions that help it advance its business strategies. With these solutions, companies can not only better acquire and retain top talent and improve staff productivity, but also engage modern development techniques to increase agility and performance."},"consumer_packaged_goods.supply_chain.transportation_management":{"Name":"Transportation Management","Description":"Whether shipping cargo by truck, train, plane, or ship, transportation managers must deal with the complexity of managing operations and reducing costs across all transportation modes. Consumer Packaged Goods companies need a transportation management system (TMS) to streamline shipping processes and gain visibility into transportation activities. Transportation Management solutions on AWS help transportation managers build a TMS application to plan freight movements, complete freight rating and shipping across all transportation modes, select an appropriate route and carrier, and manage freight bills and payments."},"supply_chain.transportation_and_logistics":{"Name":"Transportation and Logistics","Description":"Solutions that help optimize and improve logistical operations by leveraging cloud efficiencies and digital innovation."},"supply_chain.transportation_and_logistics.transportation_management_1":{"Name":"Transportation Management","Description":"Whether shipping cargo by truck, train, plane, or ship; transportation managers must deal with the complexity of managing operations and reducing costs across all transportation modes. They need a transportation management system (TMS) to streamline shipping processes and gain visibility into transportation activities. Transportation Management solutions on AWS help transportation managers build a TMS application to plan freight movements, complete freight rating and shipping across all transportation modes, select an appropriate route and carrier, and manage freight bills and payments."},"supply_chain.visibility_and_control.transportation_visibility":{"Name":"Transportation Visibility","Description":"Once cargo is in transit, transportation managers and shippers need to have near real-time visibility into the shipment's route and status. Transportation Visibility solutions on AWS help track the status of consumer goods and products in transit, regardless of the transportation mode. This visibility improves customer service due to better inventory management, proactive status updates, limited disruptions, and risk mitigation across the shipment route."},"travel_and_hospitality.retailing_and_personalization.traveler_guest_acquisition":{"Name":"Traveler/Guest Acquisition","Description":"Companies in the travel and hospitality (T&H) industry need ways to attract customers, manage the costs of sales and customer acquisition, and increase customer retention. Innovative machine learning, artificial intelligence, analytics, and monitoring systems solutions can help them solve these challenges. By implementing the Traveler/Guest Acquisition solutions on AWS, T&H companies have the opportunity to increase revenue by building customer loyalty, reducing sales costs, and better managing their channel and product distribution mix."},"travel_and_hospitality.retailing_and_personalization.traveler_guest_engagement_and_retention":{"Name":"Traveler/Guest Engagement and Retention","Description":"For leaders in the travel and hospitality industry, maximizing guest engagement and retention is a necessity. Traveler/Guest Engagement & Retention solutions on AWS empower companies to personalize the customer experience and deliver the right message at the right time and the right price. With these solutions, companies can increase sales by driving customer engagement and improving customer retention."},"travel_and_hospitality.customer_service.traveler_guest_loyalty_and_rewards_management":{"Name":"Traveler/Guest Loyalty and Rewards Management","Description":"Building loyalty is paramount to travel and hospitality (T&H) companies, and achieving this requires an efficient way to manage customer data. That data is often stored in silos that can be difficult to access. Using Traveler/Guest Loyalty & Rewards management solutions on AWS can provide a single source of truth for loyalty data, helping T&H companies to tailor a better customer experience, increase customer engagement and satisfaction, improve conversion of new buyers, build customer loyalty, and reduce management costs."},"travel_and_hospitality.connected_experiences.traveler_guest_operations":{"Name":"Traveler/Guest Operations","Description":"Travel and hospitality companies seek to optimize guest operations so that they can better manage their workforces, improve communication, reduce delays, and increase satisfaction rates. By using Traveler/Guest Operations solutions on AWS, T&H companies can monitor situations in near real time and deliver valuable services to improve the guest experience, such as providing wait time information or meal pick-up notifications. Using these solutions, T&H companies can better mitigate customer issues, optimize resources, and increase brand loyalty."},"travel_and_hospitality.customer_service.traveler_guest_self_service":{"Name":"Traveler/Guest Self-Service","Description":"Travel and hospitality (T&H) companies have the opportunity to reduce costs and boost satisfaction among customers and employees alike using Traveler/Guest Self-Service solutions on AWS. By implementing self-service assets across digital and voice support channels, T&H companies can empower their customers to find solutions to potential issues without needing to speak with an agent. Using these solutions, companies can improve customer satisfaction, reduce representative workflows, boost productivity, and reduce the cost of customer support in the process."},"customer_experience.customer_data_management.unified_account_profile_b2b":{"Name":"Unified Account Profile (B2B)","Description":"Creating a 360-degree view of a client or an account can be complex when working with corporate clients, particularly when that client has different divisions, departments, or product lines. Enterprises often have multiple internal views of a client that don’t align. Account 360 solutions on AWS help organizations gain a consistent view of clients across different divisions and departments so that they can mitigate customer risk and identify revenue opportunities."},"retail.digital_commerce_1.unified_commerce":{"Name":"Unified Commerce","Description":"To meet customers’ expectations, retailers need to unify their commerce solutions so that they can deliver high-quality experiences across channels, such as ecommerce and in-store shopping. Using Unified Commerce solutions on AWS, retailers can use microservices to facilitate a composable, consistent, and multichannel approach to their commerce operations. With these solutions, retailers can deliver seamless cross-channel experiences to their customers, like buy-online-pickup-in-store services."},"new_to_aws.develop_and_deploy_cloud_applications.unified_software_development":{"Name":"Unified Software Development","Description":"Customers who are new to the cloud may find it challenging to identify the right tool for developing cloud-based workloads. Traditional software development tools can be disparate and hard to integrate at scale. Unified Software Development solutions on AWS offer complete tooling with blueprints to get you started quickly and scale efficiently. From planning to deployment, customers who are new to AWS can take the guesswork out of cloud development and deploy applications to AWS with ease."},"travel_and_hospitality.retailing_and_personalization.up_sell_cross_sell_and_ancillary_sales":{"Name":"Up-Sell, Cross-Sell and Ancillary Sales","Description":"Companies in the travel and hospitality industry are looking to optimize their retailing methods to increase sales and improve the distribution of special offers. Using Up-Sell, Cross-Sell, & Ancillary Sales solutions, companies can optimize their offers, guidance, and advice to provide customers with the right products for their needs. By using these solutions, they can increase both value and basket size (the number of products sold in a single purchase) while using data to increase personalization, and ultimately enhance customer satisfaction."},"application_development_and_devops.security_identity_and_compliance":{"Name":"Security, Identity and Compliance","Description":"Solutions to enable the Director of Cloud Operations to build secure and compliant applications, protect sensitive data, and maintain a competitive advantage in the market."},"application_development_and_devops.security_identity_and_compliance.user_management":{"Name":"User Management","Description":"User management goes beyond setting up user access. User management solutions allow you to create event triggers from user events, monitor user actions, and safely export user information for use in other functions while preserving the privacy and integrity of the user's original data. These solutions help you deploy sophisticated application functions without compromising protection of your users."},"agriculture.sustainability_2.value_chain_transparency":{"Name":"Value Chain Transparency","Description":"Increasingly, agri-food companies are using technology for tracking and creating visibility for environmental performance within their supply chains. Using Value Chain Transparency solutions on AWS, agricultural companies use data to know how and where their goods are produced, demonstrate regulatory compliance, support producers as they seek to meet certification criteria for premium opportunities, and conduct carbon-smart procurement. Plus, Value Chain Transparency solutions help agri-food companies differentiate themselves in the marketplace."},"sustainability.sustainable_value_chain.value_chain_transparency_1":{"Name":"Value Chain Transparency","Description":"Sustainability plays an increasingly important role in purchasing decisions. Leaders in every industry want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent and often limited to Tier 1, making it hard to verify provenance or accurately assess upstream impacts. By using Value Chain Transparency solutions on AWS, organizations can unlock insights to improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"retail.intelligent_supply_chain.value_chain_transparency_2":{"Name":"Value Chain Transparency","Description":"Sustainability is playing an increasingly important role in purchasing decisions. Leaders in retail organizations want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent, making it hard to verify provenance or accurately assess upstream impacts. Value Chain Transparency solutions on AWS unlock insights to help retail organizations improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"consumer_packaged_goods.supply_chain.value_chain_transparency_3":{"Name":"Value Chain Transparency","Description":"Sustainability is playing an increasingly important role in purchasing decisions. Leaders in Consumer Packaged Goods (CPG) want to improve traceability and gain access to reliable supplier data from across the value chain. But sustainability data sharing is inconsistent, making it hard to verify provenance or accurately assess upstream impacts. Value Chain Transparency solutions on AWS unlock insights to help CPG organizations improve supply chain transparency, assess supplier performance, and demonstrate compliance."},"automotive.connected_mobility.vehicle_analytics":{"Name":"Vehicle Analytics","Description":"Companies who manage a fleet of vehicles are looking to avoid unexpected warranty costs, lower other operational costs, and reduce unplanned vehicle downtime.  Analytics & Insights solutions provide cloud-based machine learning tools designed for data scientists, which DevOps teams can use alongside their existing high-level systems. These solutions automate much of the up-front data wrangling involved with digital solutions, saving developers time, improving productivity, and providing scalable near-real-time solutions that process the data collected from fleet vehicles."},"automotive.digital_customer_experience.vehicle_service":{"Name":"Vehicle Service","Description":"The automotive industry must establish direct, continuous relationships between their brand and consumers to propel a more personalized service experience. Parts and Service solutions on AWS enable these companies to create data-driven campaigns, generate brand goodwill, and deliver personalized experiences, including predictive and pre-emptive maintenance notifications and frictionless scheduling. These solutions are designed to strengthen the direct, continuous connection between the automotive brand and its customers."},"games_1.cloud_game_development.version_control_digital_asset_management":{"Name":"Version Control & Digital Asset Management","Description":"In the game industry, project complexity and game sizes continue to increase leaving development teams in need of version control systems that provide high performance and availability. Using Version Control & Digital Asset Management solutions on AWS enables development teams to deploy hybrid and cloud-native version control systems while also helping to ensure assets remain secure and available."},"media_and_entertainment.content_production.vfx_animation_rendering_and_virtual_production":{"Name":"VFX, Animation, Rendering, and Virtual Production","Description":"VFX and animation production can be a time-consuming and resource-intensive process. VFX, Animation, Rendering, and Virtual Production solutions along with generative AI applications provide highly scalable, pay-as-you-go solutions to accelerate production and enable global creative teams to accelerate pipelines. Customers benefit from increased efficiency, cost savings, and the ability to bring their creative visions to life more quickly."},"justice_and_public_safety.court.video_evidence_and_records_storage":{"Name":"Video Evidence and Records Storage","Description":"Courts often have a hard time storing, organizing, and maintaining the large amounts of evidence required during court cases. Storing these records with a third-party content management system (CMS) can be unreliable, and data stored on-premises is subject to loss or tampering. With the Video Evidence & Records Storage solutions on AWS, courts have a secure, scalable option that allows them to manage, protect, and maintain the records paramount to their cases."},"justice_and_public_safety.law_enforcement.video_management_systems":{"Name":"Video Management Systems","Description":"Law enforcement needs modern solutions to help them stream, manage, and store video to conduct operations. Legacy solutions are expensive, require proprietary camera hardware to operate, and are not designed for the modern, mobile operating environment. Video Management Systems solutions on AWS enable video to be accessed and streamed from any location, and cloud technology makes aggregating video from third-party systems easier than ever. Using AWS, agencies can securely stream, access, and store video with ease."},"engineering_and_design.analysis_and_optimization.virtual_cloud_desktop":{"Name":"Virtual Cloud Desktop","Description":"To improve productivity, organizations are providing remote work access to cloud-hosted engineering workspaces for their designers and analysts. These organizations need the flexibility of the cloud without compromising security. With the Virtual Cloud Desktop solutions on AWS, employees can provision computer-aided engineering (CAE) tools through a portal, without having to worry about complex IT hardware deployments and aging infrastructure. Administrators can also centralize and manage this capability cost-effectively. The solutions offer a stable, secure, and remote workspace across a wide range of devices and locations. And, businesses have access to a globally distributed infrastructure that is centralized, controlled, compliant, secure, and highly optimized for various business requirements."},"defense_and_national_security.productivity_and_business_operations.virtual_desktop":{"Name":"Virtual Desktop","Description":"National security, defense, and national law enforcement organizations are no longer restricted to a traditional desktop environment. Instead, these organizations are harnessing the flexibility and security offered by virtual desktops to work with classified information from any location. Virtual Desktop solutions on AWS provide centralized configuration management, security management, data storage, and endpoints to help organizations maintain their security best practices. Additionally, these solutions support data sovereignty requirements by helping ensure that data does not leave an organization’s AWS environment."},"higher_education.teaching_and_learning.virtual_proctoring":{"Name":"Virtual Proctoring","Description":"Education institutions are under intense pressure to support online learning in response to COVID-19, with proctored tests being a key component. The Virtual Proctoring solution on AWS supports prominent tests such as the SAT and GRE, as well as less familiar tests traditionally monitored in-person. This allows education institutions to continue to protect the integrity of testing."},"engineering_construction_and_real_estate.customer_experience_2":{"Name":"Customer Experience","Description":"Solutions to help the Head of Sales build brand loyalty, generate revenue, and gain a competitive advantage through differentiated customer experiences within buildings and real estate transactions."},"engineering_construction_and_real_estate.customer_experience_2.virtual_tours":{"Name":"Virtual Tours","Description":"Buyers are more likely to explore online property listings that include virtual tours rather than listings that use images alone. Virtual tours help buyers visualize a space and its floorplans without having to be onsite, saving time for both buyers and real estate agents. Using Virtual Tours solutions on AWS, you can create, store, and stream immersive virtual tours of spaces for use in real estate listings, construction planning, or commemorating places of importance."},"games_1.cloud_game_development.virtual_workstations":{"Name":"Virtual Workstations","Description":"Today's game studios need flexible, secure, low-latency infrastructure to support remote and distributed development teams. Using Virtual Workstations solutions on AWS, studios can set up workstations that are tailored to the development tools and workflows required to develop a game, while providing a safe and robust experience for content producers and developers, wherever they may be."},"automotive.vehicle_software_development.virtualization":{"Name":"Virtualization","Description":"Carmakers are striving to accelerate innovation by introducing more features at a faster pace while maintaining high quality standards. However, these efforts are often hindered by the shortage of prototype hardware, especially during the early stages of software development. Cloud Native Embedded Software Development solutions on AWS offer a comprehensive suite of industry-leading tools, virtual targets with parity to real hardware, and virtual development environments hosted in the cloud. This approach enables software development teams to commence the development process early, utilizing cloud-based Virtual Engineering Workbenches, thereby reducing overall program cycle time. Additionally, it provides scalability and consistency of environment across globally distributed teams, facilitating better collaboration and enabling the creation of higher-quality software for final testing once real hardware becomes available."},"aerospace_and_satellite.space_command_and_control.virtualized_ground_segment":{"Name":"Virtualized Ground Segment","Description":"Ground segment operators are turning to cloud-based solutions to boost their business agility, harness new opportunities, and gain cost efficiencies. Organizations can virtualize the ground segment by using Virtualized Ground Segment solutions on AWS. Convert analog radio frequency waveforms to digital radio frequency streams (or the reverse) using software that can be run from anywhere."},"consumer_packaged_goods.manufacturing_and_product_development.vision_based_anomaly_detection":{"Name":"Vision-Based Anomaly Detection","Description":"Consumer Packaged Goods (CPG) manufacturers want to automate quality control processes in order to reduce scrap and rework, which are wasteful byproducts of an inefficient supply chain. Vision-Based Anomaly Detection solutions on AWS enable quality engineers to collect and analyze data from a variety of sources, including vendor-agnostic cameras, using automated processes that save time over the manual analysis of data. With these solutions, CPG manufacturing teams can utilize automated data analysis to generate predictive insights, including root-cause analysis, develop countermeasures to manage the entire process life cycle, and better achieve zero defects at scale."},"analytics.advanced_analytics.visualization_reporting_and_analysis":{"Name":"Visualization, Reporting and Analysis","Description":"Tools to create visualization, reporting, and analysis allow you to interpret data and communicate insights fast, often with no coding required. Find visualization tools to understand your data through graphics and interactive dashboards, build reports to monitor and compare key performance indicators (KPIs), and analyze data to gain and share insights."},"compute.migration_modernization":{"Name":"Migration & Modernization","Description":""},"compute.migration_modernization.vmware_workloads_migration":{"Name":"VMWare Workloads Migration","Description":"Simplify and accelerate the migration of your VMware mission-critical production workloads to the AWS cloud with little or no conversion or re-architecting, and streamline application migrations. Leverage your existing VMware skills, tools and processes to manage your application post-migration to AWS."},"customer_experience.customer_analytics_and_intelligence.voice_of_the_customer":{"Name":"Voice of the Customer","Description":"For businesses to continuously improve their products and services for customers, they must first capture feedback on the customer experience and customer journey. Voice of the Customer (VOC) solutions on AWS help businesses capture VOC insights by collecting data such as customer feedback, social media interactions, and reviews. These solutions provide tools to evaluate a customer’s expectations and needs related to a product or service. They also generate actionable insights through intuitive dashboards to present to stakeholders."},"consumer_packaged_goods.supply_chain.warehouse_management":{"Name":"Warehouse Management","Description":"Consumer Packaged Goods (CPG) supply chain leaders often need to support a mix of B2B, B2C, direct-to-consumer, and omni-channel fulfillment operations using the same warehouse and transportation network. With Warehouse Management solutions on AWS, organizations can manage shifting consumer demands across channels. When using these solutions, CPG supply chain leaders can optimize warehouse operations while driving efficiencies to minimize the costs of goods sold."},"retail.intelligent_supply_chain.warehouse_management_1":{"Name":"Warehouse Management","Description":"Organizations need systems for processing and managing each product as it moves through a warehouse. A good warehouse management system is efficient and consistent, making it possible for businesses to optimize the fulfillment process. Using these Warehouse Management solutions can help retail businesses to optimize warehouse management, from processing incoming shipments in containers to trucking freight to individual stores."},"supply_chain.operations_and_automation.warehouse_management_2":{"Name":"Warehouse Management","Description":"Warehouses often deal with interdependent processes that can interrupt the flow of order fulfillment. Warehouse management systems (WMS) solutions use intelligent technology to execute the operations of a warehouse, distribution, or fulfillment center. Intelligent operations increase the efficiency of equipment and labor management through task interleaving, visibility into inventory status, and automation."},"sustainability.biodiversity_natural_resources.water_stewardship":{"Name":"Water Stewardship","Description":"Water is a fundamental resource that is essential to business operations and supply chains, making sustainable water management practices crucial. Water Stewardship solutions on AWS include water-efficient software and sensor technologies designed to reduce water usage, increase water availability, and improve water quality and water management practices. By using these solutions, businesses can reduce risks, improve environmental performance, and capture new business opportunities."},"new_to_aws.improve_security_posture.web_application_security":{"Name":"Web Application Security","Description":"Cyberattacks on web applications are a leading cause of security incidents and can result in downtime and data breaches. Web Application Security solutions on AWS help protect against common web exploits and pervasive bots. These solutions help filter and block unwanted traffic and allow you to create or customize rules to protect your web applications."},"retail.digital_commerce_1.web_store":{"Name":"Web Store","Description":"While e-commerce sales continue to rise, retailers struggle with availability, scalability, and business agility. Organizations can address this by adopting a micro-services based architecture that makes use of containers, serverless, and native databases. With the Web Store solutions on AWS, retailers can quickly implement change, scale up and down more readily, and ensure the best overall customer experience."},"retail.digital_commerce_1.website_performance_and_security":{"Name":"Website Performance and Security","Description":"Retailers today know customers expect a rich shopping experience with advanced website performance that preserves their secure online environment. Increased e-commerce volumes and persistent security threats can degrade the customer experience, resulting in lower shopper satisfaction and more abandoned carts. Website Performance & Security solutions on AWS provide retailers with the tools needed to optimize and secure e-commerce sites. With faster page-load times and site security, customers can enjoy a better overall experience."},"charities_and_membership.cloud_fundamentals.website_application_and_e_commerce_scaling":{"Name":"Website, Application and E-commerce Scaling","Description":"To support their donors, members, and staff, nonprofits need to scale and deploy their online resources quickly and securely. Organizations can deploy Website, Application, and eCommerce Scaling solutions on AWS for common use cases, including launching a website or migrating on-premise applications to the cloud. By addressing the scalability of their cloud systems, nonprofits can better handle predicted and unpredicted changes in traffic, build trust with donors and members, and serve the needs of staff."},"networking.network_connectivity":{"Name":"Network Connectivity","Description":"Use Cases and solutions focused on cloud, hybrid and application connectivity."},"networking.network_connectivity.wide_area_network_wan":{"Name":"Wide Area Network (WAN)","Description":"Reducing the complexity of infrastructure, focusing on applications, building a global footprint, and using a mix of technologies to make it all happen are common these days. Considerations around access management, globalization, and security can slow down implementations and operations. Customers want solutions that offer them choice and flexibility in a wide area network infrastructure through VPNs, software-defined WANs (SD-WAN) or fixed lines."},"automations.digital_workers.work_bot_accelerators":{"Name":"Work Bot Accelerators","Description":"To work effectively, the digital workforce requires technology that integrates seamlessly with the human knowledge workforce. Work Bot Accelerators on AWS allow you to run automation end-to-end, improving the operational effectiveness of the business. These solutions enable discovering, building, managing, controlling, securing, and engaging with the fleet of digital Worker Bots for a complete, collaborative digital and human automation solution."},"to_be_deprecated_genomics.secondary_analysis":{"Name":"Secondary Analysis","Description":""},"to_be_deprecated_genomics.secondary_analysis.workflow_automation":{"Name":"Workflow Automation","Description":"Researchers in the genomics industry need scalable tools to process genomics data and generate insights. Using Workflow Automation solutions on AWS, researchers can access a robust portfolio of workflow automation and secondary analysis tools to accelerate their research."},"security_identity_and_compliance.identity_and_access_management.workforce_identity_management":{"Name":"Workforce Identity Management","Description":"Workforce Identity Management addresses the challenges of managing user identities and access across cloud environments. This includes integration with identity providers, automated user lifecycle management, and single sign-on capabilities. WIM solutions help organizations maintain secure and efficient access management while ensuring compliance with security policies and regulatory requirements."},"retail.smart_stores.workforce_management_and_associate_applications":{"Name":"Workforce Management and Associate Applications","Description":"Labor is typically the second highest cost for retail operations, so retailers need ways to efficiently manage employees' schedules, tasks, time, and attendance. Without such tools, retailers risk high labor costs and reduced customer service. With them, retailers can increase productivity and revenue. Whether the employees are in stores, warehouses, or call centers, the Workforce Management and Associate Applications solutions on AWS can help retailers gain visibility into their workforce. Task management can help seamlessly assign and track progress on tasks. Schedule management can enhance productivity with increased observability for managers. Regardless of the need, retailers can reap efficiencies after implementing these solutions while reducing unnecessary labor expenses."},"automations.continuous_planning.workforce_planning_automations":{"Name":"Workforce Planning Automations","Description":"To respond swiftly to market and talent-supply changes, businesses need collaborative planning and rich workforce optimization resources. Workforce Planning Automations on AWS provide a singular, accurate view of an organization’s workforce, work load and costs while addressing \"what if\" scenarios. With these solutions, businesses can identify and detail headcount and skills gaps that can impede business success while also assessing financial impacts."},"capabilities.infrastructure.workload_isolation":{"Name":"Workload Isolation","Description":"To increase security and promote agility and innovation on AWS, customers need to isolate their workloads from one another. By reducing the radius of threats and easing the complexity of compliance demands, the Workload Isolation capability helps customers secure and isolate their workloads when running in the cloud."},"compute.high_performance_computing":{"Name":"High Performance Computing","Description":""},"compute.high_performance_computing.workloads_and_applications":{"Name":"Workloads and Applications","Description":"Scale high performance computing (HPC) applications to thousands of CPUs and GPUs. Run distributed machine learning applications faster with purpose-built, low-latency, and low-jitter channels for inter-instance communications. Amazon compute instances give the flexibility to choose the right compute configuration for your workload."},"supply_chain.transportation_and_logistics.yard_management":{"Name":"Yard Management","Description":"Yard logistics are complex environments where goods, assets, and information are exchanged between truckers, carriers, government agencies, and logistics service providers (LSPs). Data coming from multiple entities is often inaccurate and unreliable, leading to unexpected costs. Yard Management solutions simplify time-consuming tracking activities for yard managers and operators while providing visibility into yard logistics for more predictable operations."},"hi_tech_electronics_and_semiconductor.manufacturing_intelligence.yield_and_failure_analysis":{"Name":"Yield and Failure Analysis","Description":"Semiconductor manufacturers and fabless semiconductor companies—which outsource the fabrication of silicon chips—face the challenge of rising production costs that cut into profit margins. As a result, these companies seek to increase their facilities’ production capabilities and to design semiconductor devices that can ramp more quickly to high volumes with high yields. As a primary path to overall production efficiency, businesses need a way to identify losses, improve the quality of production, and optimize the productivity of manufacturing assets. Companies in the semiconductor industry use AWS solutions to handle yield and failure analysis, either deploying AWS solutions themselves or working alongside an AWS Partner, such as PDF Solutions."},"security_identity_and_compliance.infrastructure_security.zero_trust_network_access_ztna":{"Name":"Zero Trust Network Access (ZTNA)","Description":"Traditional perimeter-based security models are inadequate for providing secure access in today's distributed environments. Zero Trust Network Access (ZTNA) Solutions on AWS implement the 'never trust, always verify' principle, enabling identity-based access control, continuous authentication, and granular policy enforcement. ZTNA helps organizations enhance security posture and enable secure access from anywhere, improving productivity and reducing risk."}}}}