Data and AI releases

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[Launched] Generally Available: Unity AI Gateway on Azure Databricks

Generally availableVerified

Unity AI Gateway is now generally available on Azure Databricks. Unity AI Gateway provides centralized governance for AI models, agents, tools, and MCP services, helping organizations monitor usage, manage costs, apply guardrails, and enforce access contr

AI agentsMCPGovernancePricingObservability

Read on azure.microsoft.com

Also shipped Aug 5, 2026Microsoft in August 2026 →

REPLACE USING flows for pipelines (Beta)

REPLACE USING flows are now available in Lakeflow pipelines in Beta . Use a REPLACE USING flow when your source is a series of partial snapshots keyed by column. On each update, the flow replaces all rows that match the specified key columns and leaves all other rows unchanged.

Beta
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