Machine Learning Model Endpoint Monitoring

Data Science · Public preview · Shipped

Data Science Public preview Shipped
Last Modified: June 16, 2026 Release Date: Q1 2026

Description

After activating ML Model endpoints in Fabric, users will need to monitor the quality of their models and the health of their endpoints in the artifact UI with a corresponding set of dynamic graphs. With this feature released, users are able to see request rate, request error rate, and latency on ML model endpoint monitoring UI.

📰 Related Blog Article

Serve real-time predictions seamlessly with ML model endpoints
🔗 blog.fabric.microsoft.com

Change History

  1. 2026-06-16
    Restored to Roadmap
  2. 2026-06-16
    Removed from Roadmap
  3. 2026-02-03
    Release Status Planned -> Shipped
  4. 2026-01-14
    Release Date 2025-12-31 -> 2026-01-30
  5. 2025-11-18
    Roadmap Item Added
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