AWS Glue Data Quality delivers context-specific rule recommendations in seconds

AWS Glue Data Quality now generates data quality rules in seconds using generative AI, reducing time to establish data quality checks for tables in the AWS Glue Data Catalog.

• Advanced mode uses generative AI to detect data intent and propose business-relevant rules
• Provides ready-to-use rules with full column coverage requiring no manual setup
• Bootstrap rules for new datasets or establish baseline checks across large data lakes
• Review, adjust, and save recommended rules as rulesets for immediate monitoring
• Available across 20+ AWS Regions including US, Europe, Canada, and Asia Pacific

Accelerates the transition from raw data to trusted data by automating rule generation and enabling faster pipeline authoring.