AWS Glue Data Quality delivers context-specific rule recommendations in seconds
- Announced
- Tags
- aws-glue
- Severity
- info, set by
reef/rss-rule-v1 - Source
- https://aws.amazon.com/about-aws/whats-new/2026/09/glue-data-quality-rule-recommendations/
<p>AWS Glue Data Quality now generates data quality rules in seconds, reducing the time to establish data quality checks for your tables in the AWS Glue Data Catalog. You get a ready-to-use set of rules with full coverage across every column, with no manual setup—so you can move from raw data to trusted data faster while authoring pipelines.</p> <p>This is delivered through a new Advanced mode for rule recommendations, in which AWS Glue Data Quality uses generative AI to detect the intent behind your data and proposes business-relevant rules that reflect how your data is used. You can use this Advanced mode to bootstrap rules for a newly onboarded dataset or establish baseline checks across a large data lake without hand-writing each rule. You review the recommended rules, adjust as needed, and save them as a ruleset to begin monitoring immediately.</p> <p>Advanced mode is available in the following AWS Regions: Asia Pacific (Melbourne, Osaka, Sydney, Tokyo), Canada (Central), Europe (Frankfurt, Ireland, London, Milan, Paris, Spain, Stockholm, Zurich), US East (N. Virginia, Ohio), and US West (N. California, Oregon).</p> <p>To get started, see the <a href="https://docs.aws.amazon.com/glue/latest/dg/glue-data-quality.html">AWS Glue Data Quality documentation</a>.</p>
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