Anomaly Detection Events in Real-Time Hub — Microsoft Fabric Roadmap

Description

**Anomaly Detection Events in Real-Time Hub****Overview**Enable Real-Time hub to surface anomaly detection signals as Business Events--allowing users to monitor, react, and automate responses to unusual patterns in real time.**Key Capabilities*** Anomaly Signals as Business Events: Represent detected anomalies (e.g., spikes, drops, deviations) as standardized Business Events that can be consumed across Fabric.* Real-time Event Monitoring & Alerts: Continuously monitor event streams and trigger anomaly events when defined conditions or thresholds are met.* Customizable Detection Conditions: Configure rules, filters, and thresholds to detect anomalies relevant to specific business scenarios.* Seamless Integration with Consumers: Route anomaly events to Eventstream, Activator, or downstream systems for automated actions and workflows.* End-to-End Event-Driven Automation: Trigger notifications, workflows, or remediation actions automatically when anomalies are detected.

📰 Related Blog Article

Alerting and acting on data from the Real-Time hub

🔗 blog.fabric.microsoft.com

Change History

2026-07-02

Release Date 2026-09-30 -> 2026-12-31
2026-06-16

Restored to Roadmap
2026-06-16

Removed from Roadmap
2026-04-29

Feature Description General Availability of Anomaly Detection Events in RTH -> **Anomaly Detection Events in Real-Time Hub****Overview**Enable Real-Time hub to surface anomaly detection signals as Business Events--allowing users to monitor react and automate responses to unusual patterns in real time.**Key Capabilities*** Anomaly Signals as Business Events: Represent detected anomalies (e.g. spikes drops deviations) as standardized Business Events that can be consumed across Fabric.* Real-time Event Monitoring & Alerts: Continuously monitor event streams and trigger anomaly events when defined conditions or thresholds are met.* Customizable Detection Conditions: Configure rules filters and thresholds to detect anomalies relevant to specific business scenarios.* Seamless Integration with Consumers: Route anomaly events to Eventstream Activator or downstream systems for automated actions and workflows.* End-to-End Event-Driven Automation: Trigger notifications workflows or remediation actions automatically when anomalies are detected. Name Anomaly Detection Events in RTH -> Anomaly Detection Events in Real-Time Hub
2026-01-05

Release Date 2026-03-31 -> 2026-09-30
2025-11-18

Roadmap Item Added