Dashboard
Total Projects
3
Total Audits
7
Avg Fairness
78%
Critical Issues
2
Fairness Metrics
Latest Audit
Demographic Parity
85%
Target: ≥80%
Equal Opportunity
72%
Target: ≥80%
Disparate Impact
68%
Target: ≥80%
Equalized Odds
79%
Target: ≥80%
Overall Fairness Score: 78%
Bias Heatmap
gender
92%
78%
85%
age
65%
88%
91%
72%
race
94%
71%
83%
76%
region
89%
85%
68%
<60%
60-70%
70-80%
≥80%
AI Insights
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Disparate Impact below 0.8 for 'female' and 'black' groups
Equal Opportunity shows 15% gap for age group 60+
No bias detected in 'white' and 'asian' demographic groups