Real-Time Endpoints for Machine Learning Models [Public Preview]

Data Science · Public preview · Shipped

Data Science Public preview Shipped
Last Modified: June 16, 2026 Release Date: Q3 2025

Description

Alongside the existing functionality for batch scoring with PREDICT, Fabric will allow data scientists to serve real-time predictions from any registered ML Model using secure, scalable online endpoints that are automatically configured. These endpoints can be called from other Fabric engines or from external apps, allowing users to deploy their models for wide, reliable consumption.

📰 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. 2025-11-10
    Release Status Planned -> Shipped
  4. 2025-08-28
    Roadmap Item Added
← Back to Roadmap 👁️ Watch this Feature View API JSON Workload: Data Science