AWS Glue Data Quality Delivers Context-Specific Rule Recommendations in Seconds
AWS, Tuesday, September 22nd, 2026
AWS Glue Data Quality now uses generative AI to recommend data quality rules for every column in seconds via a new Advanced mode.
AWS Glue Data Quality now generates data quality rules in seconds, reducing setup time for checks on tables in the AWS Glue Data Catalog with full coverage across every column and no manual setup. A new Advanced mode uses generative AI to detect the intent behind the data and propose business-relevant rules reflecting how the data is used. It can bootstrap rules for a newly onboarded dataset or establish baseline checks across a large data lake without hand-writing each rule; users review, adjust, and save recommendations as a ruleset. Advanced mode is available in a specified set of AWS regions.