added
Automate Data Monitoring with Sentinel AI
22 days ago by Mahdi Karabiben
We're excited to announce the launch of Sentinel, our new AI-powered agent designed to automate and accelerate the creation of data quality monitors. Sentinel intelligently analyzes your data assets and recommends a comprehensive set of monitors, helping you achieve full coverage in minutes, not hours.
Say goodbye to manual configuration and guesswork. Sentinel understands your data's context to suggest the most effective monitors for your specific needs.
Sample Sentinel recommendations
What's New:
- AI-Powered Recommendations: Sentinel analyzes data samples and metadata to suggest a wide range of monitors, including checks for format, uniqueness, value ranges, logical consistency (
shipping_date > order_date), and more. - Three Powerful Workflows: You can now access Sentinel from wherever you work:
- On a Single Asset: Generate recommendations directly from any asset page for quick, targeted coverage.
- In Bulk from the Data Catalog: Select up to 10 assets at once from the catalog to apply consistent monitoring at scale.
- Across an Entire Data Product: Ensure comprehensive monitoring for all assets within a Data Product with a single click.
- Streamlined Creation Process: A simple, guided flow allows you to review all AI suggestions, select the ones you want, and create them in a single action.
Sentinel helps you save time, discover hidden data quality issues, and ensure your data assets are always reliably monitored.