Collibra AI Governance
Enterprise AI governance platform — model cataloging, lineage tracking, policy enforcement, bias monitoring, and EU AI Act compliance.
What it does
Collibra's AI Governance module extends their market-leading data governance platform to cover AI-specific requirements. Provides AI model cataloging and inventory, data lineage tracking through AI pipelines, policy enforcement for AI usage, bias and fairness monitoring, and regulatory compliance workflows for EU AI Act, ISO 42001, and NIST AI RMF. Widely deployed across Fortune 500 for data governance, now extending that trust to AI governance.
Security relevance
Addresses the governance gap for organisations that already have data governance but lack AI-specific controls. Tracks which data feeds into which models, who approved deployment, what policies apply, and whether models meet regulatory requirements. The data lineage capability is critical for understanding AI supply chain risks (LLM05) and data poisoning exposure (LLM04).
When to use it
Deploy when you need enterprise AI governance integrated with existing data governance. Strongest for organisations already using Collibra for data governance — the AI module extends naturally. Requires procurement, data catalog integration, and cross-functional adoption across data, ML, and security teams.
OWASP coverage
Risks addressed — mapped to both OWASP Top 10 standards. 3 in LLM, 0 in Agentic.
The raw record
What Yuntona stores. Single source of truth — fork it on GitHub.
name: Collibra AI Governance slug: collibra-ai-governance type: Generative category: AI Governance & Standards url: https://www.collibra.com/us/en/products/ai-governance reviewed: 2026-04 added: 2026-04 updated: 2026-04 risks: llm: [LLM04, LLM05, LLM06] asi: [] complexity: Enterprise Only pricing: — audience: Blue Team lifecycle: [govern] tags: [Compliance, Data Lineage, Enterprise, EU AI Act, Governance]