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Databricks on AWS GovCloud release notes 2026

The following platform features, improvements, and fixes were released on Databricks on AWS GovCloud in 2026.

注記

Releases are staged. Your Databricks account might not be updated with a new feature until a week or more after the initial release date.

January 2026​

Databricks One is generally available​

January 22, 2026

Databricks One is now generally available in AWS GovCloud and AWS GovCloud DoD. Databricks One is a simplified user interface designed for business users, providing a single, intuitive entry point to interact with data and AI in Databricks without requiring technical knowledge of compute resources, queries, models, or notebooks. Using Databricks One, business users can view and interact with dashboards, ask data questions in natural language using Genie, and use custom-built Databricks Apps that combine analytics, AI, and workflows. See What is Databricks One?.

You can now use custom base environments for Python, Python Wheels, and notebook tasks in serverless jobs​

January 20, 2026

Serverless jobs now support custom base environments defined with YAML files for Python, Python wheel, and notebook tasks. For notebook tasks, you can either select a custom base environment in the job's environment configuration or use the notebook's own environment settings, which support both workspace environments and custom base environments.

For more information, see Manage serverless workspace base environments.

Budgets are now avaliable​

January 20, 2026

Budgets enable you to monitor usage across your account. You can set up budgets to either track account-wide spending, or apply filters to track the spending of specific teams, projects, or workspaces. See Create and monitor budgets.

Databricks Runtime 18.0 is now GA​

January 15, 2026

Databricks Runtime 18.0 is now generally available. See Databricks Runtime 18.0 and Databricks Runtime 18.0 for Machine Learning.

Foundation Model APIs pay-per-token support is now generally available​

January 14, 2026

Foundation Model APIs pay-per-token support with Cloud Sonnet 4.5 is now generally available on both the Databricks for AWS GovCloud and Databricks for AWS GovCloud DoD environments.

Key capabilities include:

  • Claude Sonnet 4.5 support: Deploy Anthropic's latest model directly within your Databricks workspace.
  • Familiar interfaces: Use either the AI Playground or the Databricks CLI to experiment and deploy seamlessly.
  • AI Gateway integration: Rate limiting, usage monitoring, and system table logging help you govern and optimize model usage across your organization.

AI Gateway-enabled inference tables and the ai_query function are not supported.

See Supported foundation models on Mosaic AI Model Serving.

Databricks Assistant and AI/BI Genie are now generally available​

January 14, 2026

Databricks Assistant and AI/BI Genie are now generally available on Databricks on AWS GovCloud. These AI-powered features help users work more efficiently with data:

  • Databricks Assistant provides AI-powered code completion, explanations, and debugging help directly in notebooks, files, and the SQL editor. See What is Databricks Assistant?.
  • AI/BI Genie allows business users to explore data using natural language queries in Genie spaces. See What is an AI/BI Genie space.

Both features are supported in Databricks for AWS GovCloud and Databricks for AWS GovCloud DoD environments. For more information about feature availability, see Feature availability.

Databricks Runtime maintenance updates​

January 9, 2026

New maintenance updates are available for supported Databricks Runtime versions. These updates include bug fixes, security patches, and performance improvements. For details, see:

Automatic email notifications for expiring personal access tokens (GA)​

January 6, 2026

Automatic email notifications for expiring personal access tokens are now generally available. For more information, see Set the maximum lifetime of new personal access tokens.