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01 · Use cases— The evidence

Use cases

3,963 documented AI deployments. Each record is one organization, one system and one public source you can check yourself.

3,963deployments

Deployments

  1. 9 Nov 2026
    Automotive

    Rivian automates SAP purchase-order accruals with Amazon Bedrock AgentCore

    Rivian · ERP automation · AWS

    Rivian deployed an AI-driven ERP agent to automate purchase-order accrual accounting for custom tooling, a finance workflow spanning many active purchase orders and long supplier delivery cycles. The agent interprets finance standard operating procedures, handles SAP exceptions, gathers purchase-order context, confirms delivery schedules, calculates straight-line accruals, prepares parked journal entries, and routes them for human approval.

  2. 26 Oct 2026
    Tech & Comms

    Canva builds generative AI design tools on Amazon Bedrock

    Canva · Content generation · AWS

    Canva built generative AI tools on Amazon Bedrock to help creators move from a blank page to finished designs by generating text, images, and recommendations.

  3. 26 Oct 2026
    Pharma

    Variational AI uses generative AI to accelerate drug discovery

    Variational AI · Drug discovery · AWS

    Variational AI developed Enki, a generative AI platform for designing novel small-molecule candidates based on target properties. Enki's foundation model was trained on published, approved, and patented drug data and generates candidates optimized across efficacy, safety, potency, and selectivity. For each pharmaceutical partner, Variational AI deploys a dedicated AWS Virtual Private Cloud (VPC) and performs compute within that environment to separate proprietary partner data from internal compute.

  4. 26 Oct 2026
    Public Sector

    Voxelis equips wildfire helicopters with real-time AI intelligence

    Voxelis AI · Decision support · AWS

    Voxelis AI developed VoxVision, an aircraft-mounted system that analyzes thermal imagery and environmental data to provide wildfire-response intelligence. Data captured aboard aircraft and AI-generated insights are processed and shared through AWS infrastructure with authorized response personnel.

  5. 26 Oct 2026
    Automotive

    Waabi scales autonomous-driving simulation and training on AWS

    Waabi · Simulation acceleration · AWS

    Waabi uses AWS infrastructure to run simulation, testing, and training workflows for its autonomous-driving platform. Waabi World enables the company to validate safety-critical driving scenarios in simulation before real-world deployment.

  6. 26 Oct 2026
    Consumer & Food

    United Airlines uses Amazon Bedrock to translate passenger name records

    United Airlines · Language translation · AWS

    United Airlines is applying generative AI with Amazon Bedrock to modernize translation of passenger name records (PNRs), a legacy technology.

  7. 23 Oct 2026
    Consumer & Food

    Booking.com automates Amazon Connect flow promotion with infrastructure as code

    Booking.com · Workflow automation · AWS

    Booking.com’s customer-service flow designs were created in the Amazon Connect console, while engineering required production changes to move through CI/CD. Manual exports, environment-specific ARNs, hand-edited JSON, and repository drift made deployment across three environments slow and error-prone. Booking.com implemented a console-first, event-driven export and promotion pipeline that turns changed contact-flow resources into portable templates and resolves environment-specific references during deployment. Designers also use runtime lookups to reduce embedded references and let flows serve multiple lines of business.

  8. 21 Oct 2026
    Professional Services

    IT-CNP’s AI Fusion Lab provides a secure environment for government AI experimentation

    IT-CNP · Generative AI experimentation · AWS

    IT-CNP developed the AI Fusion Lab, a secure cloud-based sandbox where government teams can explore and test foundation models and AI applications. The lab provides access to models through AWS technologies, including Amazon Bedrock, and is described as supporting model evaluation without affecting live systems.

  9. 20 Oct 2026
    Consumer & Food

    Nestlé accelerates order-to-cash analytics with GPU-accelerated IBM watsonx.data

    Nestlé · Operational analytics · IBM

    Nestlé tested GPU-accelerated watsonx.data against its global order-to-cash data mart, which covers orders, fulfillment, deliveries and invoices across 186 countries. The workload-specific test evaluated GPU acceleration for refreshing Nestlé's global analytics data mart.

  10. 19 Oct 2026
    Tech & Comms

    Deepgram optimizes Nova-3 speech-to-text inference on AWS Trainium2

    Deepgram · Operations optimization · AWS

    Deepgram and AWS ported the Nova-3 speech-to-text model to AWS Trainium2 for offline batch workloads, including contact-center analytics and medical transcription. The implementation combined Trainium kernel optimization with a custom Rust data-parallel runtime that integrated with Deepgram’s serving architecture.

  11. 16 Oct 2026
    Tech & Comms

    Arctic Wolf’s Aurora Agentic SOC automates security alert triage on AWS

    Arctic Wolf · Security operations · AWS

    Arctic Wolf’s Aurora Agentic SOC applies AI agents and human analysts to AWS security findings, triaging alerts, investigating threats, and coordinating responses. An event-driven AWS integration routes findings from AWS Security Hub through Amazon EventBridge and Amazon Data Firehose to Amazon S3, where the SOC correlates them with endpoint, network, and identity telemetry.

  12. 16 Oct 2026
    Tech & Comms

    SpyCloud applies LLM-powered parsing to its AWS identity-threat intelligence pipeline

    SpyCloud · Threat detection · AWS

    SpyCloud operates an AWS-based production pipeline that collects identity data from underground sources and makes it searchable for security teams. LLM-powered parsing classifies and validates identity attributes across thousands of inconsistent formats before records are indexed and delivered through an API and security integrations.

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