This mode analyzes datasets to detect intended data uses and proposes business-relevant validation rules, covering all columns without manual input. Users can review, adjust, and save these rule sets to immediately start monitoring data quality.
The feature supports rapid onboarding of new datasets and large data lake profiling, facilitating faster transitions from raw to trusted data. Advanced mode is available across multiple AWS global regions, enabling broad accessibility for data teams.
Source & further reading
AWS Glue Data Quality delivers context-specific rule recommendations in seconds ↗Source published 2026-09-22. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.