AWS service detail

AWS HealthLake

Machine Learning

Securely store, transform, query, and analyze health data in minutes

Machine LearningProduction guidance
Open AWS docsBack to Machine Learning

Production use

Use for model training, inference, feature pipelines, generative AI, and ML operations.

Before production

  • Version datasets/models/prompts
  • monitor drift/latency/cost
  • secure model access
  • review safety
  • automate deployment/rollback.