~/talk

Frictionless Compliant Data & Analytics Environments

Talkat AWS Summit Berlin 2023 · on Thursday, 2023-05-04· [databases, machine-learning]
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Merck describes a data platform that automates provisioning and compliance, cutting provisioning time from six months to days and enabling 50+ use cases. The stack wires Palantir Foundry, Snowflake and AWS services (Glue, Transit Gateway, Control Tower) and hosts models via SageMaker and ECS/Fargate. Use-case onboarding runs from a portal to S3 events → Lambda → CDK-driven CI/CD which creates dev/qa/prod accounts; DynamoDB tracks progress and SES notifies teams. RapidQ automates GxP qualification reports.

AI-written summary · about

  1. 0:00Introduction to data-driven challenges
  2. 9:09Three pillars for modern data platforms
  3. 16:36Merck’s data platform journey
  4. 24:18Automated customization of environments
  5. 31:40Scaling compliance with GXP
  6. 36:15Future goals and closing
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