QuerySurge & Collibra
Define your data quality expectations with Collibra, then automatically validate and enforce them across pipelines and analytics with QuerySurge.
Collibra and QuerySurge address different but tightly connected parts of the data trust problem. Together, they help organizations move from documented data quality expectations to continuously validated data in production.
What each platform does best
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Collibra
- Defines data governance, ownership, and stewardship
- Manages business glossaries, policies, rules, and lineage
- Documents data quality expectations and accountability
- Answers questions like:
- What should this data mean?
- Who owns it?
- What rules apply?
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QuerySurge
- Automates data validation across sources, targets, and BI layers
- Executes tests for row counts, aggregations, transformations, and reconciliations
- Integrates into CI/CD and DataOps pipelines
- Answers questions like:
- Does the data actually meet expectations right now?
How they complement each other
1. From documented rules to enforced rules
Collibra defines data quality rules and policies.
QuerySurge operationalizes them by turning those rules into executable tests that run continuously across pipelines and reports.
2. Governance with proof
Collibra shows that governance exists.
QuerySurge provides evidence that governed data is being validated. Test results, pass/fail status, and trends can be referenced alongside governed assets.
3. Lineage meets validation
Collibra lineage shows how data flows from source to consumption.
QuerySurge validates each step in that flow, catching breaks or transformations that violate expectations before data reaches business users.
4. Stewardship workflows backed by facts
When data issues are detected by QuerySurge, stewards defined in Collibra can act with clarity.
Ownership is already established, and remediation is driven by concrete test failures, not anecdotes.
5. Audit and compliance readiness
Collibra supports policy and regulatory documentation.
QuerySurge supplies time-stamped, repeatable test execution results that demonstrate ongoing control, not one-time checks.
To Summarize:
- Collibra sets the rules and accountability
- QuerySurge enforces and validates those rules in real systems
Together, they close the gap between governance intent and operational reality.
