Prepared for
Atlas Mutual Financial
180 employees · $42M USD
School16
Adoption rate
73%
Hrs/week saved
340
Workflows shipped
12
Annualized $ impact
$340K
Mapped to P&L line items
| P&L line | Metric | Before | Now | Δ |
|---|---|---|---|---|
| Claims processing cost | USD per claim | $48 | $31 | −35% |
| Sales cycle length | Days | 42 | 34 | −19% |
| Customer service handle time | Minutes | 9.2 | 6.4 | −30% |
| Underwriting time to quote | Hours | 26 | 17 | −35% |
vs. industry baseline
Source: McKinsey State of AI 2024 · BCG Build for the Future 2024
Weekly active AI users
73%vs 18% industry
Workflows in production after 90 days
12vs 2 industry
% of pilots that reach P&L impact
83%vs 11% industry
Next quarter recommendation
Expand the program to Operations and Finance, replicating the Claims pattern. Projection: +$520K annualized and a move to top-3 in the peer benchmark.