Sort Quality Signals
Classify catalog trust evidence into common quality-signal categories.
Place each quality check under the signal it supports. Freshness Completeness Validity Uniqueness Lineage/Reconciliation Data loaded within the last 24 hours Required customer_segment populated for 99 percent of records Country code appears in approved ISO country list No more than 0.1 percent duplicate billing_customer_id values Monthly revenue total reconciles to finance ledger within threshold Order_status is one of open, shipped, cancelled, or returned Primary email present for active contacts Source extraction timestamp matches orchestration run CRM account count reconciles to customer mart count One active subscription record per billing customer per product
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