Sarah Chen
Sales Ops Admin
Advanced algorithms for compensation design, benchmarking, forecasting and consolidation.
Portfolio ROI
234%
+12%
Attrition Risk
8.3%
-2.1%
Benchmark Score
87.2
Top 25%
Active Experiments
4
2 significant
Clusters Found
5
22 plans
Avg Similarity
84.3%
K-Medoids
Consolidation Opps
4 Plans
>90% match
AI Confidence
91.2%
High
Algorithm Stability
0.71
Silhouette
Savings Potential
$3.8M
FY27 est.
Merge T1.A and T1.B
$600K
Propagate A1.A accelerators to A1.B/C
+3.8% attainment
Reassign H3.A to new cluster
Reduce admin 12%
Consolidate A2.A / A2.B
$900K