Decision Intelligence
Fraud & Revenue Assurance
Close leakage and reduce fraud losses.
Mission areas covered:Fraud & Revenue Assurance
Stage 5 · Predict
Governed methods for this stage
- Fraud Risk Classifier — XGBoost · XGBClassifier
- Revenue Leakage Detection Model — Isolation Forest + Business Rules · IsolationForest + RA rule set
- Discovery: Fraud Pattern Discovery Model — DBSCAN · DBSCAN
Design specifications from the model registry — not yet trained or validated; no model scores are shown.
Fraud + revenue leakage — 6-month outlook
Current trajectory from 6 months of stored values; horizon 6 months. Straight-line forecast — no predictive model.