QuerySurge & GenRocket
A Partnership that provides a complete
Test Data + Data Validation Coverage
GenRocket and QuerySurge have been partners since 2021 and complement each other by covering two different but tightly connected parts of the data quality lifecycle: test data creation and data validation
How they work together
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GenRocket
GenRocket focuses on generating realistic, compliant, and scalable test data. It creates data sets that reflect real-world scenarios, edge cases, and regulatory constraints without exposing sensitive production data.
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QuerySurge
QuerySurge focuses on validating data as it moves through pipelines, transformations, and analytics layers. It compares sources to targets, applies business rules, and provides automated pass/fail results with audit-ready reporting.
Together, they form a closed-loop testing approach:
- GenRocket generates the right test data.
- QuerySurge verifies that the data was processed correctly end to end.
Practical integration scenarios
1. End-to-end pipeline testing
- GenRocket creates synthetic source data for ETL, ELT, or streaming pipelines.
- QuerySurge then validates that the data lands correctly in warehouses,lakes, and BI layers after transformations.
2. Edge-case and negative testing
- GenRocket produces rare, extreme, or failure-condition scenarios that arehard to source from production.
- QuerySurge ensures those scenarios are handled correctly by downstreamlogic and business rules.
3. CI/CD and DataOps enablement
- GenRocket feeds consistent, repeatable test data into automated pipelines.
- QuerySurge runs automatically in CI/CD to validate each build, reducinglate-stage data defects.
4. Compliance and audit readiness
- GenRocket avoids using sensitive production data.
- QuerySurge documents validation results and sign-offs, supportingregulatory and audit requirements.
Why the combination matters
On their own, each tool solves a specific problem.
Together, they ensure that:
- Test data is realistic and intentional, not ad hoc.
- Data pipelines are validated with confidence, not assumptions.
- Data teams can shift left, automate more, and trust results faster.
Generate realistic, compliant test data with GenRocket and automatically validate itend to end with QuerySurge to ensure data pipelines, transformations, and analyticswork exactly as intended.
GenRocket ensures you test with the right data, and QuerySurge ensures that yourdata behaves correctly everywhere it flows.
