Responsible AI Dashboard

Real-time monitoring and governance for AI systems

87.3 Overall RAI Score
↑ +2.1%
12 Active Models
→ Stable
3 Critical Alerts
⚠ Needs Action
99.8% System Uptime
✓ Excellent
⚠️
Critical Alert: Bias detected in Hiring Model v2.1
Statistical Parity below threshold (0.67) - Immediate review required
⚖️

Fairness Assessment

Bias Detection & Equity

Critical
67%
Score
0.67
Statistical Parity
0.82
Equalized Odds
0.71
Demographic Parity
0.78
Equal Opportunity
Access Control Compliant
Equal Opportunity Monitor
Calibration Good
📊

Model Drift

Performance Monitoring

Stable
92%
Stability
0.03
Data Drift
0.02
Concept Drift
Low Risk
Feature Drift
Low Risk
Prediction Drift
Feature Drift Low Risk
Prediction Drift Low Risk
Population Drift Monitor
🔍

Explainability

Model Interpretability

Good
85%
Score
94%
Feature Importance
76%
Local Explanations
Available
SHAP Values
Available
LIME Analysis
SHAP Values Available
LIME Analysis Available
Counterfactuals Partial
🛡️

Security & Privacy

Data Protection

Secure
96%
Score
0
Privacy Breaches
99.2%
Data Encryption
Compliant
Access Control
Complete
Audit Logging
Access Control Compliant
Data Anonymization Active
Audit Logging Complete
⚡

Performance

Model Accuracy

Good
94%
Accuracy
0.96
Precision
0.92
Recall
0.94
F1 Score
0.97
AUC-ROC
F1 Score 0.94
AUC-ROC 0.97
Latency 23ms
🌱

Sustainability

Environmental Impact

Green
91%
Efficiency
2.3kg
CO2 per 1K infer.
156W
Avg Power Usage
Optimized
Energy Efficiency
100%
Carbon Offset
Energy Efficiency Optimized
Carbon Offset 100%
Green Computing Active

Model Performance Overview

Model Version Environment RAI Score Accuracy Fairness Status Last Updated
Hiring Model
 v2.1 Production 67.2 91.4% 67% ⚠ Critical 2 hours ago
Sentiment Analysis
 v1.3 Production 89.7 94.2% 91% ✓ Healthy 1 hour ago
Fraud Detection
 v3.0 Production 82.1 96.8% 78% ⚠ Monitor 30 mins ago
Content Moderation
 v2.5 Staging 93.4 97.1% 94% ✓ Healthy 15 mins ago