Fabric Real-Time Analytics

To build real-time analytics in Microsoft Fabric, set up an Eventhouse, ingest streaming data via Eventstreams, and visualize it using auto-refreshing real-time dashboards. This Skill provides ready-to-follow patterns for end-to-end streaming telemetry and monitoring workflows.

The best way to set up automated alerts for streaming telemetry is using Data Activator (Reflex) to trigger workflows based on event stream conditions. This Skill provides patterns for configuring reflex-based alerts and anomaly detection across Fabric workspaces.

You can ingest and transform streaming data in Fabric without writing code by using no-code Eventstreams. This Skill defines ingestion paths and transformation patterns to route streaming telemetry directly into KQL databases within an Eventhouse.

Yes, you can use KQL databases to query and retain real-time event data in Fabric Eventhouses. This Skill provides concrete KQL syntax examples and recommended practices for defining querying, retention, and dashboarding configurations.

Yes, this approach supports operational dashboards with auto-refresh and cross-filter support for live streaming data. This Skill outlines how to build real-time dashboards that visualize telemetry and enable interactive filtering across Fabric workspaces.