Critical Risk
1
High Risk
1
Avg Risk Score
38/100
Total Tracked
8
Risk Distribution248 employees
Low Risk
14859.7%
Medium Risk
6225%
High Risk
2811.3%
Critical Risk
104%
Monthly Attrition Rate7-month trend
Employee Risk RankingsXGBoost scored
Marcus Webb — Attrition Analysiscritical risk
Risk Score
89
Weekly Hrs
58
Engagement
28
Risk Factor Breakdown (Explainable AI)
Declining performance
+28 pts
Low engagement score
+24 pts
Excessive workload
+19 pts
Reduced meeting attendance
+12 pts
Negative peer feedback
+6 pts
Flight risk change (30 days):+18.2 pts
AI Intervention Recommendation
Immediate 1:1 with line manager required. Consider workload reduction of 20-25%. Evaluate role misalignment — potential rotation candidate.