Databricks Feature Store

The Databricks central registry for the features used in AI and ML models, governed in Unity Catalog with lineage, point-in-time joins, and feature sharing and discovery across the organization. Teams author features as Feature Views or feature tables and can publish them to Online Feature Stores, powered by Lakebase, for real-time serving. The older Workspace Feature Store for workspaces without Unity Catalog is deprecated.

Status and dates are extracted from public sources only. We don't see the private AE-shared roadmap. If something looks wrong, tell us.