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PEPY Normalization Engine

Fair per-employee comparisons across diverse workforces

Apples-to-Apples

Compare healthcare costs fairly across divisions, locations, and peer companies

Trend Isolation

Separate real cost trends from headcount changes and workforce shifts

Benchmarking

Position accurately against industry standards with normalized metrics

Why PEPY Normalization Matters

Raw per-employee-per-year (PEPY) cost comparisons are distorted by headcount volatility, seasonal hiring, and demographic differences. Our normalization engine creates fair, stable benchmarks by adjusting for these confounders—revealing true cost performance.

Without Normalization

  • • Misleading trends during workforce expansion
  • • Apples-to-oranges peer comparisons
  • • False alarms from seasonal headcount shifts
  • • Hidden cost drivers obscured by growth

With Normalization

  • • Stable benchmarks across volatile periods
  • • Fair comparisons with different-sized peers
  • • Isolated cost trends vs. headcount effects
  • • Actionable insights for strategic decisions

Real-World Impact

Multi-Site Manufacturing

$2.1M Identified

Normalized PEPY revealed Plant B's costs were 18% higher than Plant A—masked by different headcount profiles. Root cause: higher specialty Rx utilization. Intervention delivered $2.1M annual savings.

Before Normalization
$12,400 PEPY
After Normalization
$14,640 PEPY
Variance Identified
+18%

Retail Chain Growth Period

Trend Clarity

During 40% headcount expansion, raw PEPY showed declining costs—creating false confidence. Normalized view revealed 8% underlying medical inflation being masked by new hire demographics.

Executive Action: CFO redirected $4M reserve allocation from workforce growth to stop-loss premium increases, avoiding Q4 budget shortfall