Sort MDM Quality Failures
Classify master-data quality failures as completeness, validity, uniqueness, consistency, or timeliness issues.
Classify each master-data defect by the quality dimension it most directly shows. Pick the primary dimension, even if a defect has secondary effects. Completeness Validity Uniqueness Consistency Timeliness Customer tax ID is blank on active account Product pack size missing before launch Unit of measure value is EAACH Country code is UAE1 Two suppliers share the same tax ID One customer has two active account IDs CRM parent differs from ERP payer hierarchy Billing address differs between ERP and invoice system Product status changes four days after launch
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