Overview

Collibra is a data management and governance platform that links the people producing data with the people using it. It suits organizations that need oversight across complex data estates; its breadth is compelling, but custom pricing puts it beyond buyers who need a clear cost before engaging.

Key features

The platform brings together a Data Catalog, Data Governance, Data Privacy, Data Quality & Observability, Data Lineage, Data Marketplace and AI Command Center. This breadth can give large organizations a common foundation for managing data and its use, but teams seeking a single-purpose tool may be taking on more platform than they need.

Collibra AI Governance lets organizations catalog, assess and monitor AI use cases, models and agents. Automated workflows coordinate governance decisions and help close knowledge gaps, a practical fit for organizations that want repeatable review processes rather than disconnected, ad hoc oversight.

Data Quality & Observability combines profiling with automated or custom monitoring to detect and address data anomalies. Data can be brought in through Excel or CSV imports, JDBC connectors, native integrations, APIs or manual creation. Collibra also says it offers more than 100 native integrations, alongside partner integrations and APIs. That range is useful for connecting varied systems, though organizations should assess which connections match their own environment.

The Collibra Everywhere browser extension brings business context into web applications and BI tools, including Salesforce, Databricks, Tableau and Slack. It can make governed context more accessible where teams already work. The Trust Center lists certifications or attestations including SOC 1, SOC 2, ISO 27001, ISO 27017, ISO 27018, ISO 42001, FedRAMP, ITAR, HIPAA and TISAX, making the platform relevant to organizations with demanding assurance requirements.

Support is provided during normal business hours, with round-the-clock coverage for Severity 1 incidents. Collibra was founded in Belgium in 2008 and is headquartered in New York and Brussels.

Pricing

Collibra Platform uses custom pricing; buyers must request a demo rather than compare a public price. The platform is paid, with no free plan or trial stated. This sales-led approach may suit organizations evaluating a broad platform against complex requirements, but it makes early budget screening difficult. No seat limits, quotas or renewal terms are stated.

Because the offering bundles cataloging, governance, privacy, quality, lineage, marketplace and AI oversight, it is most compelling when an organization can use several of those capabilities together. Smaller teams needing only one function may find a focused alternative easier to evaluate.

Platforms

Collibra supports web access, APIs, an extension and self-hosted deployment. Documentation includes both Collibra Platform and Collibra Platform Self-Hosted, giving organizations a choice beyond a web-only deployment.

Who it's for

Collibra is aimed at organizations with complex data needs, including financial services, insurance, healthcare, life sciences and retail. Its combination of data management and AI governance is a stronger fit for enterprises coordinating governance across multiple teams and systems than for buyers looking for a lightweight standalone tool.

Pros and cons

Pros: Broad data and AI governance capabilities can support multiple oversight needs in one platform.
Pros: More than 100 native integrations, partner integrations and APIs offer several routes to connect data systems.
Pros: Self-hosted deployment and an extensive set of listed certifications and attestations may suit organizations with specific deployment or assurance requirements.
Cons: Custom pricing and a demo-led buying process make costs harder to compare before contacting sales.
Cons: Its broad scope may be excessive for teams that need only a focused catalog, quality or AI governance tool.

Alternatives

For a free starting point, Prufer has a free plan with limited features and quotas; its audit data is retained for seven days, and it offers no uptime guarantee or SLA credits. That makes it worth considering for teams willing to accept those constraints, rather than organizations seeking Collibra's broader data-management scope.

ServiceNow AI Control Tower, Optro AI Governance, Modulos and SAS AI Governance Manager are paid, web-based alternatives for buyers comparing AI governance options.

Trusys AI offers a free plan and trial, with API, self-hosted and web platforms; it may suit buyers who want a no-cost entry point to evaluate instead of starting with Collibra's paid platform. ModelOp Center is an enterprise product with API and self-hosted platforms and requires a demo for pricing details. Enzai is another paid, web-based option.

Readers comparing categories can also browse AI Governance Software, Data Management Platforms, Metadata Management Software and Data Lineage Tools.

Verdict

Choose Collibra if your organization needs broad data governance, quality and lineage alongside AI oversight, with deployment and assurance needs to match. Its central advantage is the range of connected capabilities; look elsewhere if you need a focused tool or must know the price before starting a sales conversation.

	Collibra	Confir
Free plan	No	No
Free trial	No	No
Paid from	—	—
Open source	No	No
Platforms	api, extension, self-hosted, Web	Web
Free plan	—	No
AI system inventory	—	Yes
Risk assessments	—	Yes
Policy and controls	—	Yes
Compliance frameworks	—	EU AI Act
Deployment options	—	cloud

Collibra vs Confir

Collibra

Confir