# Collibra vs Privacera

**Leader by vioscaleAI score:** Privacera

| Attribute | Collibra | Privacera |
|---|---|---|
| **vioscaleAI score** | 47.3 (12% (low)) | 61.8 (70% (medium)) |
| content.faq | - | `[{"answer":"Trust3 AI provides centralized discovery, observability, and security management for AI agents across enterprise data platforms and AI frameworks. It enforces purpose-based access control, data security policies, and compliance requirements in real-time. It is indexed under Data Governance.","source":"https://privacera.com","question":"What is Privacera?","confidence":0.6},{"answer":"We have confirmed browser-based access to Privacera. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://privacera.com","question":"What platforms does Privacera support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Privacera, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://privacera.com","question":"Can Privacera be self-hosted?","confidence":0.6},{"answer":"We have confirmed 11 integrations for Privacera, including Anthropic, OpenAI, Bedrock, Copilot Studio, Databricks, LangChain, Cursor and Snowflake, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://privacera.com","question":"What does Privacera integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Privacera. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Privacera not holding them. Always confirm compliance directly before you rely on it.","source":"https://privacera.com","question":"What security certifications does Privacera have?","confidence":0.6},{"answer":"Privacera is available worldwide. Its primary market is the United States.","source":"https://privacera.com","question":"Where is Privacera available?","confidence":0.5}]` |
| deployment.options | - | `{"cloud":true}` |
| description.long | Collibra automates data governance and quality assessment across organizations, ensuring data meets compliance requirements and is ready for AI applications while maintaining clear ownership and traceability. | A security platform that discovers and secures AI agents across multiple frameworks and data platforms, providing unified access control, compliance enforcement, and audit capabilities. |
| features.capabilities | `{"lineage_integration":true,"stewardship_workflow":true,"automated_pii_discovery":true,"data_quality_integration":true}` | `{"lineage_integration":true,"dynamic_data_masking":true,"automated_pii_discovery":true}` |
| integrations.count | 4 | 50 |
| integrations.list | `[{"name":"SAP Datasphere"},{"name":"SAP Analytics Cloud"},{"name":"Snowflake"},{"name":"Google Cloud"}]` | `[{"name":"Anthropic","native":true},{"name":"OpenAI","native":true},{"name":"Bedrock","native":true},{"name":"Copilot Studio","native":true},{"name":"Databricks","native":true,"category":"data platform"},{"name":"LangChain","native":true},{"name":"Cursor","native":true},{"name":"Snowflake","native":true,"category":"data platform"},{"name":"BigQuery","native":true,"category":"data platform"},{"name":"Iceberg","native":true,"category":"data platform"},{"name":"CloudTrail","native":true}]` |
| market.availability | - | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | - | `{"web":true}` |
| pricing | - | `{"type":"subscription","currency":"USD","freeTier":false,"sourceUrl":"https://privacera.com","retrievedAt":"2026-08-18T21:37:18.454Z","billingPeriods":["year"]}` |
| pricing.free_tier | - | no |
| pricing.model | commercial | commercial |
| pricing.price_level | - | unknown |
| pricing.transparent | - | no |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.soc2 | - | yes |

## Capabilities (Data Governance)

| Capability | Collibra | Privacera |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Automated pii discovery | ✓ | ✓ |
| Dynamic data masking | - | ✓ |
| Ropa dsar support | - | - |
| Stewardship workflow | ✓ | - |
| Lineage integration | ✓ | ✓ |
| Data quality integration | ✓ | - |
| Open source | - | - |

*Source: vioscaleAI. Generated 2026-10-16T18:31:54.289Z. "-" = undocumented, not absent.*