Collibra Data Intelligence API
Enterprise data intelligence platform with APIs for data cataloging, lineage tracking, data quality, and governance policy enforcement. Collibra enables organizations to find, understand, and trust their data. REST API provides programmatic access to the data catalog (assets, domains, communities), data lineage, workflow automation, and data quality metrics.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
SOC2 Type II, ISO27001. OAuth 2.0 with role-based scoping. On-premise option for maximum data control. Strong enterprise security posture. GDPR-compliant platform (ironic given its use for GDPR compliance).
⚡ Reliability
Best When
You're a large enterprise needing a centralized data catalog with lineage, quality, and governance policy enforcement accessible via API for automated data governance workflows.
Avoid When
You need a lighter-weight data catalog — DataHub (open source) or Atlan are more accessible alternatives with similar features.
Use Cases
- • Query Collibra's data catalog to discover available datasets before AI agent data access — verify data ownership, classification, and usage policies
- • Retrieve data lineage graphs via API to understand where training data came from and what transformations were applied
- • Check data quality scores before using a dataset for AI model training or agent data retrieval
- • Automate governance workflow approvals for data access requests in agent-driven ML pipelines
- • Build AI data governance agents that enforce data usage policies by querying Collibra for classification and access controls before processing
Not For
- • Small or mid-market companies — Collibra is enterprise-priced at $100,000+/year and requires significant implementation effort
- • Simple metadata tagging — Collibra's full platform is overkill for basic data documentation
- • Real-time data quality checks inline with query execution — Collibra manages data quality profiles, not inline query validation
Interface
Authentication
Basic auth and OAuth 2.0 supported. OAuth recommended for production automation. Collibra uses application credentials for server-side OAuth. Tokens scoped by permission group in Collibra's role system.
Pricing
Collibra is enterprise-only with complex pricing. No self-serve. Collibra University and sandbox environments available for evaluation. One of the priciest options in data governance.
Agent Metadata
Known Gotchas
- ⚠ Collibra uses a complex asset type hierarchy (Communities → Domains → Assets) — agents must understand this hierarchy to navigate and query correctly
- ⚠ Asset IDs are UUIDs — agents must discover IDs programmatically; hardcoding IDs is fragile as they can change between environments
- ⚠ GraphQL schema and REST API have different coverage — some features only available in one interface
- ⚠ Workflow automation requires Collibra workflow engine understanding — simple API calls trigger complex internal workflows
- ⚠ Permission model is role-based and granular — test API operations with service account that mirrors production permissions
- ⚠ Data lineage API requires lineage to be ingested from source systems — not automatically discovered
- ⚠ Collibra's on-premise and Cloud editions have API differences — verify endpoint compatibility between environments
Alternatives
Full Evaluation Report
Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Collibra Data Intelligence API.
Scores are editorial opinions as of 2026-03-06.