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Turn business expectations into recurring data checks

Keep business intent, executable logic, exceptions and monitoring together in one reviewable quality workflow.

From expectation to recurring evidence

Keep the business sentence visible beside the implementation and the result.

Example quality control
ExpectationConfigurationEvidence
Sold quantity cannot be negativeAccuracy · High severity · zero toleranceEligible rows, violations, pass rate, exception preview and run time

The rule implementation returns records that need review; the score never replaces the underlying evidence.

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