AI Fraud Detection
Isolation Forest anomaly detection + SHAP explainability
Model v2.4
Real-time
Fraud Ops Pulse
Live Triage Signal
2 alerts are under active investigation across 2 cities.
0 worker appeals are pending review with 1 high-risk cases flagged above 80%.
0.0% of surfaced alerts are already resolved; blocked claims prevented ₹0 in payouts.
Total Flags
2
Avg score 80.5%
Blocked
0
High-risk cases: 1
Cleared
0
Resolution rate 0.0%
Money Saved
₹0
2 still under review
Appeals Queue
0 open
Loading appeals...
FRD-001
Investigating
Rajesh Kumar
Delhi · Dwarka89%
FRD-002
Investigating
Vikram Reddy
Hyderabad · Banjara Hills72%
SHAP Fraud Explanation
CLM-2024-1243
89%
High Fraud Risk
Multiple claims during non-event period, GPS inconsistency
Feature Contributions (SHAP Values)
Claim Frequency+0.32
GPS Deviation+0.28
Weather Mismatch+0.18
← Decreases fraud risk | Increases fraud risk →
Worker
Rajesh Kumar (GW-007)
Claim Amount
₹1,500
Location
Delhi, Dwarka
Detected
13 Jan 2025, 10:30 am