Incentive Calculation Engine

Workforce incentive calculation from production data — rules applied consistently, results explainable line by line.

Problem

Incentive payouts were computed in spreadsheets from a written procedure — slow, error-prone, and hard to explain when questioned.

Solution

The procedure encoded as software: production inputs go in, the documented rules apply, and each result carries its calculation trail. Built first as a standalone tool, later folded into the factory suite so it runs on live production data.

Impact

Payout calculation became repeatable and defensible — the same inputs always produce the same, explainable result.