Data Quality Center
Monitor data quality issues affecting rebate processing accuracy
Overall Data Quality Score
Based on completeness, accuracy, and freshness metrics
Current Score
+1.3% vs last week
+2.8% vs last month
Critical
5
Blocking processing
High
12
May cause errors
Medium
34
Data incomplete
Low
156
Informational
Data Quality Issues
Missing WAC Pricing - Critical Products
Critical247 products on active contracts have no WAC price, blocking rebate calculations
Invalid DEA Numbers
Critical12 customers have DEA numbers failing checksum validation
Stale Customer Data
High89 customers have not been updated in 30+ days
Potential Duplicate Customers
High34 customer pairs identified as potential duplicates based on name/address matching
Missing HIN Identifiers
Medium156 customers missing HIN, may affect GPO contract matching
Showing 5 of 207 issues
Quality by Entity Type
247 issues
135 issues
3 issues
267 issues
Issue Trend (30 Days)
50% reduction in critical issues
Resolution Required in Source Systems
Data quality issues must be resolved in the source systems (ERP, Pricing Hub, etc.). This dashboard monitors issues but cannot directly fix them.