Model Risk & Governance
Validates detection model performance, monitors drift and maintains audit-ready documentation
Models in Production
5
Needs Attention
2
Avg. Drift Score
8
Audit Ready
100%
About This Agent
Data on This Page
Five production models owned by other agents (Structuring Detection v4.2, Entity Match Confidence Model, Fraud Risk Scoring v7.1, Sanctions Fuzzy-Match Engine, Network Anomaly Scoring), each with its owning agent, days since last validation, a drift score, and a status of healthy, drift detected or revalidation due.
What This Agent Does
Provides the model risk governance layer across the whole platform, tracking every production detection model regardless of which agent owns it, measuring statistical drift against its validation baseline, and flagging models overdue for revalidation so the platform stays audit-ready at all times.
Worked Examples
- Network Anomaly Scoring hasn't been validated in 61 days and has drifted to a score of 21 — flagged revalidation due, the most overdue model.
- Fraud Risk Scoring v7.1 shows a drift score of 14 after 38 days without validation — flagged drift detected.
- The Sanctions Fuzzy-Match Engine, validated just 9 days ago with a drift score of 1, remains healthy.
| Model | Owning Agent | Last Validated | Drift Score | Status |
|---|---|---|---|---|
| Structuring Detection v4.2 | Transaction Monitoring | 12d ago | 3 | Healthy |
| Entity Match Confidence Model | Entity Resolution | 5d ago | 2 | Healthy |
| Fraud Risk Scoring v7.1 | Fraud Detection | 38d ago | 14 | Drift Detected |
| Sanctions Fuzzy-Match Engine | Sanctions Screening | 9d ago | 1 | Healthy |
| Network Anomaly Scoring | Network Analytics | 61d ago | 21 | Revalidation Due |