Real-Time Detection Requirements
Financial anomaly detection must balance precision, recall, and response latency.
Detection Stack
- Streaming ingestion
- Feature windowing
- Risk scoring
- Case management
Alert Fatigue Prevention
Use tiered thresholds and adaptive baselines to avoid overwhelming operations teams.