Databricks Unity AI Gateway

Databricks

Vendor

Central AI governance layer for LLM endpoints, agents, MCP servers, and coding agents on Databricks.

Proprietary

Docs Website

Strengths

Usage tracking and audit logging
Permissions, rate limits, and traffic controls
Governance for endpoints and MCP interactions

Practitioner note

Relevant when governance needs to sit directly on Databricks-hosted agents, endpoints, and MCP access instead of being bolted on from a separate gateway layer.

Governance posture

Reviewed 2026-05-26

PartialData residency

Customer-selected cloud region (AWS/Azure/GCP); AI Guardrails limited to pay-per-token regions; no GovCloud.

Source

YesDeployment model

SaaS layer within Databricks on AWS/Azure/GCP; no standalone self-hosted (Beta). (saas)

Source

YesAudit logging

Audit logging for MCP/AI endpoint requests; inference tables store request/response as Delta.

Source

YesSOC 2

Databricks SOC 2 Type II across AWS/Azure/GCP.

Source

YesISO 27001

Databricks ISO/IEC 27001:2022 certified across clouds.

Source

UnknownISO 42001

Databricks references ISO 42001 as a customer framework (DASF 2.0) but has not published its own certification.

Source

N/AEU AI Act

Governance control-plane component; helps customers govern their own AI. (role: not-applicable)

YesLicense risk

Proprietary SaaS; lock-in to Databricks-centric stacks. (medium)

Source

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Platforms

Review Microsoft Foundry, Amazon Bedrock, and Gemini Enterprise Agent Platform as the foundation layer.

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