Collibra is enterprise data governance at six-figure annual pricing. DQ is a $99/month data quality engine. Fair comparison of scope, deployment, and fit.

DQ vs Collibra

Collibra is a full-suite data governance platform used by large enterprises. It covers data catalog, business glossary, data stewardship workflows, policy management, lineage, and data quality. DQ covers data quality, catalog, and lineage for teams that need signal fast without a months-long deployment.

Feature Comparison

| Feature | DQ | Collibra | |---|---|---| | Time to first result | ~90 seconds | Weeks to months (implementation) | | Data quality profiling | Yes | Yes (via Collibra DQ module) | | Data catalog | Yes (auto-discovered) | Yes (enterprise-grade) | | Business glossary | No | Yes | | Data stewardship workflows | No | Yes | | Policy management | No | Yes | | Pricing | From $99/month | Six figures annually (approximate) | | Deployment | SaaS | SaaS or on-premises |

Scope Difference

Collibra is a governance platform, not just a quality tool. It manages the full lifecycle of data definitions: who owns what, what policies apply, what terms mean, and who approves changes. This scope requires organizational buy-in, a dedicated implementation team, and ongoing stewardship roles.

DQ is scoped to quality operations: profile, score, alert, remediate. It does not manage organizational data governance workflows. Teams that need policy approval chains, business glossary management, and compliance workflow routing need Collibra or a comparable platform.

When to Choose Collibra

Your organization has 500+ data assets and dedicated data governance staff.
You need enterprise-grade workflow automation: certification, stewardship tasks, policy enforcement.
You require integration with enterprise identity systems (Active Directory, Okta at enterprise scale) and audit trails for regulatory compliance at scale.
Budget is not a constraint and time-to-value can span quarters.

When to Choose DQ

You have a small to mid-size data team (2–30 people) and need quality monitoring now.
Your primary need is profiling, validation, and remediation — not governance workflows.
You want to pay for what you use, starting at $99/month.
You cannot wait months for a platform to go live.

See /pricing for DQ plan details.

FAQ

Q: Does DQ integrate with Collibra? A: Not currently. DQ exports quality scores and rule results via API. An integration layer connecting DQ quality results to Collibra's data catalog is on the roadmap.

Q: Can DQ replace Collibra for a mid-market company? A: For quality monitoring, profiling, and basic cataloging — yes. For enterprise governance (stewardship workflows, business glossary, policy management) — no. Collibra's governance features have no equivalent in DQ.

Q: Is Collibra's pricing public? A: Collibra does not publish pricing publicly. Enterprise contracts are negotiated. "Six figures annually" is an approximation based on publicly available analyst reports and community discussions.

About DQ. DQ is the data quality engine that profiles, validates, and remediates your tables in 90 seconds. Built by K/20X Labs.