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Automagic Data Anomaly Detection in Fabric | Data Exposed MVP Edition

Microsoft Developer (Build) · Jul 28, 2026 · Engineering Insights

Microsoft Fabric offers built-in anomaly detection on real-time Azure SQL change streams

“we're using change that streaming in Azure SQL to simulate ticket sales for the final of the global glass. And then we're going to use anomaly detection in fabric to smoke out that an anomaly has taken place.”

A Microsoft partner practitioner demos how to wire Azure SQL change data streaming into Microsoft Fabric's anomaly detection and Activator to automatically flag suspicious patterns like bot-driven ticket purchases. The feature generalizes to ETL pipeline monitoring and automated alerting. This is a practitioner-level technical walkthrough with no new product announcements or significant AI-specific signal.

Microsoft Fabric anomaly detection Azure SQL data streaming real-time analytics

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