Data Quality Basics

Concepts: paDataQuality

What They Want to Hear 'Three checks at every quality gate: completeness (are all expected rows present?), accuracy (are values within expected ranges?), freshness (did the data arrive on time?). These run between medallion layers. If any check fails, the data is quarantined, not published. Consumers see the last known good data while we investigate.'