AS OF TODAY: MARCH 16, 2026
Portfolio Risk Dashboard
High-fidelity churn monitoring for Head of Retail Banking
Revenue at Risk (30d)
KES 234.8M
Critical impact on P&L from 1,847 high-risk accounts
Model Health (PSI)
0.042
STABLE
Population Stability Index indicates zero feature drift
Calibrated Churn Risk Distribution
Platt Scaling Calibrated
Critical Risk (>80%)
842 (1.8%)
High Risk (60-80%)
1,005 (2.3%)
Medium Risk (30-60%)
3,291 (7.3%)
Low Risk (<30%)
40,092 (88.6%)
*Probabilities are calibrated using Isotonic Regression and Platt Scaling to reflect true historical churn frequency.