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SQL-Native Anomaly Detection: Catching Data Entry Errors at Scale

· 5 min read
Joachim Rosskopf
AnoFox Development Team

Someone entered a bolt at 125insteadof125 instead of 1.25. Your ERP approved the order. Nobody noticed until the invoice arrived.

Decimal place errors. Extra zeros. Copy-paste mistakes. They happen constantly in procurement systems, ERP data entry, and master data management. The question isn't whether your data has errors—it's how many you're catching.

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