Databricks releases, every cloud

1. Email notifications for expiring service principal tokens are now generally available

   Sends emails to workspace admins 7 days before token expiration for used tokens with lifetime over 7 days. No configuration is required.

   #Administration#Security
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jul 22, 2026
2. Context-based ingress control for workspaces public access is now generally available

   Uses allow and deny rules to control access based on identities, network sources, and request types.

   #Networking#Security
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jul 21, 2026
3. Budgets are now generally available

   Define spending thresholds with optional per-user overrides and actions like email alerts.

   #Databricks AI
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jul 6, 2026
4. ai_query is now generally available

   Lets you query AI models from SQL or Python.

   #Databricks AI
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jun 15, 2026
5. ai_classify is now generally available

   Classifies text content according to custom labels with support for multi-label classification.

   #Databricks AI
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jun 11, 2026
6. ai_extract is now generally available

   Extracts structured data from text and documents according to a provided schema. Supports nested objects and arrays.

   #Databricks AI
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jun 11, 2026
7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
8. Endpoint telemetry for custom model serving endpoints is generally available

   Persists OpenTelemetry logs, traces, and metrics to Unity Catalog tables.

   #Databricks AI
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jun 11, 2026
9. Inbound Private Link for performance-intensive services is now generally available

   Supports Lakebase Autoscaling and Zerobus Ingest.

   #Networking#Security
   AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP, read it on their docs Jun 8, 2026
10. Foundation model Unity Catalog permissions is generally available

    Requires account team enablement, controls access to system.ai schema.

    #Databricks AI
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs Jun 5, 2026
11. Automatic identity management with Microsoft Entra ID is now GA

    Replaces SCIM provisioning, syncs users and groups from Microsoft Entra ID.

    #Security
    AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP, read it on their docs May 26, 2026
12. Databricks SQL alerts are now generally available

    Monitors data and KPIs by running scheduled queries, notifying recipients when conditions are met.

    #Databricks SQL
    AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP, read it on their docs May 14, 2026

Headlines, dates and product areas are Databricks' own, from the release notes published for each cloud, and every item links to the note it came from. The one-line summaries are ours. Not a Databricks product and not affiliated with Databricks, Inc.