UC-290
ERP Anomaly & Early-Warning Engine
Continuously scores every ERP metric stream and raises ranked, reason-coded alerts for NPA spikes, yield drops, fraud and cost creep.
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The Challenge
Metric streams run across 5,000+ branches and six segments, but NPA spikes, yield drops and cash variances surface in a monthly review rather than when they start.
How It Works
- Ingests all ERP metric streams continuously via CDC.
- Statistical and ML anomaly detection with drift monitoring and reason codes.
- Feeds a ranked alert queue to the CFO office and risk teams.
What It Removes
- Monthly-cycle discovery
- Manual exception hunting
- Unranked alert noise
Input Data RequirementsAll ERP metric streams - branch and segment level
Output FormatRanked anomaly alerts with reason codes, exception and investigation queue
“What used to surface at month-end now raises its hand the morning it starts.”