AI Insights & Model Governance

Monitor AI model performance, fairness, and governance metrics

Model Precision

94%

Model Recall

87%

Avg Verification TAT

2.3h

Target: <3h

Drift Indicator

12%

Threshold: 15%

Model Registry

Document Verification Model

Version v2.1.3

Production

Owner

AI Team

Last Retrain

1/5/2025

Next Review

2025-02-05

Training Data

50K samples

Fraud Detection Model

Version v1.8.2

Production

Owner

Security Team

Last Retrain

2025-01-01

Next Review

2025-01-31

Training Data

25K samples

Fairness & Bias Monitoring

Approval Rates by Category

General

82%

245 apps

OBC

79%

189 apps

SC

85%

167 apps

ST

87%

134 apps

Bias Detection Alert

Approval rate variance detected across categories. Consider model rebalancing.

Performance Trends (Last 30 Days)

Accuracy Trend

+2.3%

Improved verification accuracy

Processing Speed

-15%

Faster verification times

Fraud Detection

+8.7%

Enhanced fraud prevention

Simulation Data - No PII