Best AI Governance Platforms

Vendor profileChecked Nov 8, 2026

Collibra AI Governance

Collibra; AI Governance is part of the Collibra platform · collibra.com · Last checked:

  • Module of a data governance suite
  • AI governance
  • Data and model lineage

Company status

Active, privately held.

Sources 1, 2, 3 · checked 2026-11-08

Capabilities

  • AI use case registry: one system of record for AI use cases, models, and agents across their lifecycle
  • Lineage from source datasets through training, inference, deployment, and usage; automated traceability for Azure AI Foundry
  • Risk ratings in compliance workflows, a per-system AI Trust Score, and risk dashboards
  • Guardian agents and agent contracts for runtime boundaries on AI agents
  • Integrations stated for AWS (including SageMaker), Azure (including Azure ML and AI Foundry), Google Vertex AI, Databricks, SAP AI Core, and MLflow; EU AI Act and NIST AI RMF templates

Sources 1, 2, 3 · checked 2026-11-08

Who it tends to fit

  • Organizations already running Collibra for data governance and catalog
  • Teams that need data-to-model lineage as evidence for AI risk reviews

Sources 1, 2, 3 · checked 2026-11-08

Pricing

Contact vendor (request a demo)

Sources 1, 2, 3 · checked 2026-11-08

Published certifications

  • SOC 1 and SOC 2 (listed in Trust Center)
  • ISO 27001
  • ISO 27017
  • ISO 27018
  • ISO 42001 (AI management system; certified by Schellman, announced January 22, 2025)
  • FedRAMP (listed in Trust Center; confirm authorization level and product scope)
  • HIPAA
  • TISAX

Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.

Sources 1, 2, 3 · checked 2026-11-08

Limitations to check

  • No public pricing
  • AI governance is part of a broader data intelligence platform; confirm which modules and licenses are required
  • Trust Center lists FedRAMP without stating the level or which products it covers; confirm before relying on it

Sources 1, 2, 3 · checked 2026-11-08

Sources

  1. AI use case registry, lineage, risk ratings and AI Trust Score, guardian agents, named ML platform integrations, EU AI Act and NIST AI RMF templateswww.collibra.com/products/ai-governanceChecked 2026-11-08
  2. Trust Center lists SOC 1 and SOC 2, ISO 27001, 27017, 27018, ISO 42001, FedRAMP, ITAR, HIPAA, TISAXwww.collibra.com/trustChecked 2026-11-08
  3. January 22, 2025: ISO 42001 certification for AI governance, audited by Schellmanwww.collibra.com/company/newsroom/press-releases/collibra-strengthens-ai-governance-leadership-with-iso-42001-certification-ai-pact-commitmentChecked 2026-11-08

Report a correction: [email protected]. Facts are re-checked at least every 90 days.