AI-flagged anomalies from inventory event stream · confidence-scored
How exceptions are detected
Lambda consumers compare each inventory_event against a 7-day rolling baseline. Events that deviate beyond 2σ from normal velocity, or produce count discrepancies vs cached_current_stock, are published to the exception queue via EventBridge with a computed confidence score.
All exceptions resolved
No anomalies detected in the current event stream