Collibra AI
Collibra / collibra.com
AI-powered data intelligence platform providing data catalog, governance, lineage, and quality for regulated enterprises that need strict data governance, compliance documentation, and policy enforcement.
Pricing
Free
Free plan
No
Category
Developer Tools
Platforms
2
Free plan
No
API access
No
Open source
No
Platforms
2
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What is Collibra AI?
Collibra is an enterprise data governance and intelligence platform with particular strength in regulated industries — financial services, healthcare, and government — where data governance is not optional but regulatory mandatory. Collibra's focus on policy, compliance, and data stewardship workflows distinguishes it from more agile modern catalogs.
Data catalog with AI enrichment provides the core discoverability layer — AI automatically classifies data assets, suggests tags, and generates descriptions, while human data stewards review and approve the metadata. The human-in-the-loop approach maintains governance accountability that fully automated cataloging cannot provide.
Policy management enables defining and enforcing data governance policies — data retention rules, privacy classifications, access controls, consent management — with workflow approval for policy changes and automated policy enforcement at the data layer.
Data lineage provides the complete audit trail regulators require — showing exactly where sensitive data (PII, financial data, health data) originated, how it was transformed, where it flows, and who accessed it. For GDPR data subject access requests, accurate lineage is legally required.
Business glossary standardises terminology across the organisation — defining what 'customer', 'revenue', and 'active' mean so all teams use consistent definitions. Governance of terminology is the foundation of consistent analytics.
Collibra Protect provides access governance — controlling who can access which data based on data classification and user role, with request and approval workflows for elevated access.
With over 600 customers including major banks and healthcare systems, Collibra is validated as the enterprise governance standard for regulated industries.
How Collibra AI works
Collibra AI runs as document analysis llm software built around text and data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api.
Watch Collibra AI in action
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What makes it worth shortlisting
The capabilities that matter most for teams evaluating Collibra AI.
Data catalog with governance workflows
Discoverable data assets with human stewardship workflows for metadata approval and accuracy — maintaining governance accountability alongside AI enrichment.
Policy management and enforcement
Define and enforce data retention, privacy, and access control policies at the data layer with compliance documentation for regulatory audit.
Data lineage audit trail
Complete, audit-ready tracking of sensitive data origin, transformation, and flow required for GDPR data subject access requests and financial services regulatory compliance.
Best use cases
Who should use it
Pros
- Strongest data governance and policy management capability in the data catalog market
- 600+ regulated industry customers including major banks validate at highest compliance requirements
- GDPR, CCPA, and healthcare compliance tooling meets regulatory requirements that modern catalogs don't fully address
- Collibra Protect access governance integrates data access control with catalog and lineage
Cons
- Enterprise complexity requires significant data governance programme investment and organisational change
- More compliance-focused than discoverability-focused — modern data teams may find it heavier than needed
- Pricing appropriate only for large enterprises with dedicated data governance functions
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Is it worth the price?
Enterprise licensing. No public pricing. Annual contracts. Contact for pricing.
Model
Enterprise
Starting price
Free
Free trial
Yes
Tools like Collibra AI
Atlan (rank 508) provides a more agile modern data catalog. Informatica IDMC (rank 504) competes for integrated data management. Alation provides competing enterprise governance catalog. DataHub and OpenMetadata provide open source alternatives.
Collibra AI vs Alation AI
A side-by-side look at the closest alternative in this category.
Collibra AI
Collibra
Alation AI
Alation
Enterprise licensing. No public pricing. Annual contracts. Contact for pricing.
Enterprise licensing. No public pricing. Annual contracts. Demo available.
SOC 2 Type II. ISO 27001. GDPR compliant. HIPAA eligible. FedRAMP authorised. Financial services compliance certifications.
SOC 2 Type II. ISO 27001. GDPR compliant. HIPAA eligible. Enterprise data handling agreements.
Collibra accesses data asset metadata and classification (not row-level data). Governance policies and lineage metadata processed under Collibra's enterprise data handling agreements.
Data catalog metadata processed on Alation's infrastructure. Raw data remains in customer databases — Alation catalogs metadata and lineage, not the underlying data itself.
- Strongest data governance and policy management capability in the data catalog market
- 600+ regulated industry customers including major banks validate at highest compliance requirements
- GDPR, CCPA, and healthcare compliance tooling meets regulatory requirements that modern catalogs don't fully address
- Collibra Protect access governance integrates data access control with catalog and lineage
- Cisco, eBay, and Pfizer validate at enterprise technology, retail, and pharmaceutical data governance scale
- AI natural language search dramatically improves data discoverability for non-technical data consumers
- Automated metadata collection reduces the manual documentation burden that causes catalog programmes to fail
- Critical infrastructure for AI programmes requiring trustworthy, well-documented, and governed training data
- Enterprise complexity requires significant data governance programme investment and organisational change
- More compliance-focused than discoverability-focused — modern data teams may find it heavier than needed
- Pricing appropriate only for large enterprises with dedicated data governance functions
- Enterprise-only pricing for large data organisations with formal governance programmes
- Data catalog requires adoption across data producers and consumers — cultural challenge alongside technology
- Competing with Collibra (covered), Atlan (covered), and Microsoft Purview for data catalog market
Technical & deployment info
Key facts about model providers, platforms, and team support.
Model Provider
OpenAI, Collibra
Platforms
Web, API
Deployment
SaaS, On-premise
Integrations
Snowflake, Databricks, AWS, Azure, GCP, Tableau, Power BI, 100+ integrations, API
Team Collaboration
Yes
Launch Year
2022
Security & privacy
Compliance signals and data-handling notes as reported by the vendor.
SOC 2 Type II. ISO 27001. GDPR compliant. HIPAA eligible. FedRAMP authorised. Financial services compliance certifications.
Collibra accesses data asset metadata and classification (not row-level data). Governance policies and lineage metadata processed under Collibra's enterprise data handling agreements.
What users are saying
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Common questions about Collibra AI
Editorial Verdict
Should you use Collibra AI?
Collibra is the standard enterprise data governance platform for regulated industries needing strict compliance, policy enforcement, and audit-trail lineage — not the right tool for agile modern data teams without governance mandates.
Last verified July 24, 2026.