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databricks Platform · Updated Feb 2, 2026

Data Quality Monitoring Anomaly Detection public preview

Databricks Data Quality Monitoring Anomaly Detection is now in Public Preview.

What it does

Databricks Data Quality Monitoring Anomaly Detection is now in Public Preview. The feature is enabled at the schema level and learns from historical data patterns to detect data quality anomalies. The health of all monitored tables is consolidated into a single system table and a new UI.

Why it matters

Intelligent scanning prioritizes high impact tables as determined by popularity and downstream usage, and reduces frequency for less critical tables.

Architecture
Databricks Platform → Platform
In short

Databricks Data Quality Monitoring Anomaly Detection is now in Public Preview. The feature is enabled at the schema level and learns from historical data patterns to detect data quality anomalies.

Read the full documentation ↗
Key takeaway
Databricks Data Quality Monitoring Anomaly Detection is now in Public Preview.
2026-02-02-data-quality-monitoring-anomaly-detection-public-preview Generated by the Databricks Updates Agent · browse all updates