OneTrust AI Governance vs Collibra

OGOneTrust AI Governance9.4Visit Collibra8.8Visit

Higher score OG OneTrust AI Governance #1 in AI Governance Software 9.4/10 Pricing on request ✓ 3 of 3 features Visit OneTrust

vs

Collibra #6 in AI Governance Software 8.8/10 Pricing on request ✓ 0 of 3 features Visit Collibra

• OneTrust AI Governance fits best

  Enterprise-wide AI governance and compliance

• Collibra fits best

  Organizations extending data governance into AI

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Side by side

Feature	OGOneTrust AI Governance 9.4/10 Visit ↗	Collibra 8.8/10 Visit ↗
At a glance
Editor score	9.4	8.8
Ranking	#1 in AI Governance Software	#6 in AI Governance Software
Best for	Enterprise-wide AI governance and compliance	Organizations extending data governance into AI
Pricing model	Paid	Paid
Starting price	Pricing on request	Pricing on request
Free plan	Not checked yet	Not checked yet
Free trial	—	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Tickets, Docs, Community	Email, Tickets, Community, Docs
Compliance	SOC 2, ISO 27001, GDPR	SOC 2, ISO 27001, GDPR, HIPAA
Integrations	500+ integrations	100+ integrations
Built for	Mid-market, Enterprise	Enterprise
Features OneTrust AI Governance 3/3 · Collibra 0/3
AI system inventory	✓ (best)	Not checked yet
Risk assessments	✓ (best)	Not checked yet
Policy and controls	✓ (best)	Not checked yet
Specs
Compliance frameworks	EU AI Act; NIST AI Risk Management Framework; ISO 42001	Not checked yet
Deployment options	Cloud	Not checked yet
Listed integrations	Amazon Bedrock; Microsoft AI Foundry; Google Vertex AI; Databricks Unity Catalog; Jira; Palo Alto Networks	Not checked yet
Our review
Pros	Centralizes AI systems, models, agents, datasets, vendors, and use cases Automates risk tiering and maps controls to major AI frameworks Combines runtime guardrails with audit-ready evidence generation	Catalog, lineage, quality, privacy and workflow capabilities in one platform Connects to 100 integrations, databases, data lakes, warehouses and BI tools Cloud and self-hosted deployment with APIs and governed AI context
Cons	Pricing requires a sales conversation rather than fixed published tiers Cloud deployment is the listed deployment option No open-source edition is available	Pricing requires contacting sales before evaluation AI-specific controls are less detailed than dedicated governance suites Enterprise focus may exceed the needs of smaller organizations
Our verdict	OneTrust AI Governance provides a centralized program for governing AI systems, models, agents, datasets, vendors, projects, and use cases. It is designed for mid-market and enterprise organizations that need ownership, lifecycle… Read the review →	Collibra is an enterprise data and AI governance platform for organizations managing complex data environments and extending existing governance into AI. Its portfolio covers data cataloging, metadata inventory, governance workflows,… Read the review →

Strengths and trade-offs

• OneTrust AI Governance — where it wins

  • Centralizes AI systems, models, agents, datasets, vendors, and use cases
  • Automates risk tiering and maps controls to major AI frameworks
  • Combines runtime guardrails with audit-ready evidence generation

  Where it doesn't

  • Pricing requires a sales conversation rather than fixed published tiers
  • Cloud deployment is the listed deployment option
  • No open-source edition is available

• Collibra — where it wins

  • Catalog, lineage, quality, privacy and workflow capabilities in one platform
  • Connects to 100 integrations, databases, data lakes, warehouses and BI tools
  • Cloud and self-hosted deployment with APIs and governed AI context

  Where it doesn't

  • Pricing requires contacting sales before evaluation
  • AI-specific controls are less detailed than dedicated governance suites
  • Enterprise focus may exceed the needs of smaller organizations

• OGOneTrust AI Governance9.4/10 · Pricing on request

  Enterprise AI governance spanning inventory, risk, controls, monitoring, and audit evidence.

  Visit OneTrustFull verdict →
• Collibra8.8/10 · Pricing on request

  A mature data-governance foundation for AI, with enterprise scope and contact-sales pricing.

  Visit CollibraFull verdict →