Use Cases

What teams use SQACE for.

One method, rule-based expected-vs-actual comparisons, for the points where a wrong result gets expensive: pipeline releases, migrations, regulatory reporting, reconciliation and more. Start small, build out business verification release by release.

Book a demo How it works

Eight fields of use, one verification method.

SQACE is complementary to DQ monitoring and goes beyond classical ETL testing. Instead of only asking whether the data looks good or the SQL is correct, SQACE checks whether the processing produces the correct business result, against an independent rulebook and traceable down to the individual record.

Pipeline testing Release verification for data pipelines

Check business correctness before go-live, where regression and synthetic test data miss logic errors.

For Test/QA lead & CDO Migration testing Data migration & testing

Validate mappings early against real data and verify the full population before cut-over.

For CDO & CTO Regulatory reporting Regulatory reporting verification

Assure supervisory reports against a business rulebook, with an audit-proof trail per reporting date.

For CDO & business Regression testing Start small: regression verification

The low-risk entry point: begin without a finished rulebook and build out business verification step by step.

For Test/QA lead Reconciliation Reconciliation & cross-system comparison

Classify deviations across systems and trace from the KPI down to the individual record.

For CDO & business Specification Validate business mapping specifications

Mappings as an executable, versioned rulebook, validated against real data before the pipeline is built.

For business & BA Application testing Application verification without source code

Check the outputs of bought and in-house software at the data level, with no access to the source code.

For business & compliance AI risk Verification & assurance for AI pipelines

AI builds the pipeline, but who checks the result? The independent verification instance, neutral to the producing system.

For CDO & CISO

References

In use where errors are not an option.

In production at leading German financial institutions.

See SQACE on your own use case.

Book a demo How it works