AI Governance Control Center
Synthetic Demo Data · Model registry, risk tier, PII exposure, drift, fairness, explainability, and human-in-the-loop.
Registered Models
7
Critical / High Risk
3
Pending Review
1
Avg Explainability
82%
| Use Case | Type | Risk | Inputs | PII | Approval | Monitoring | Owner | Evidence | |
|---|---|---|---|---|---|---|---|---|---|
| Customer Churn Prediction Predict 30-day churn risk | Gradient Boosting | Medium | customer_360_view, billing_events | Tokenized only | Approved | Healthy | Analytics Lead | Available | |
| Credit Risk Scoring Underwriting decision support | Logistic Regression | Critical | risk_scores, customer_transactions | Masked + tokenized | Approved (CDO + CRO) | Watch | Risk Lead | Available | |
| Claims Fraud Detection Flag fraudulent claims | XGBoost + Rules | High | policy_claims, customer_master | Tokenized only | Approved | Healthy | Claims Lead | Available | |
| Revenue Forecasting Monthly revenue forecast | ARIMA + Boosted Trees | Low | revenue_fact | None | Approved | Healthy | Finance | Available | |
| PII Discovery Assistant Scan unstructured data for PII | Transformer (LLM) | High | Document store | Read-only scan | Approved (DPO) | Healthy | DPO | Available | |
| DQ Anomaly Detection Detect DQ rule violations | Isolation Forest | Medium | DQ telemetry | None | Approved | Healthy | DQ Lead | Available | |
| Incident RCA Assistant Suggest root cause for incidents | LLM (Retrieval-Aug.) | Medium | Incident corpus | Redacted | Pending Review | Pilot | Platform Ops | Partial |