Compensation Modeling

Compensation modeling is a structured, data-driven way to design and forecast employee pay. A compensation model simulates pay decisions, such as merit increases, bonuses, sales incentives, equity grants, and role-based pay bands, before they're rolled out. Finance and HR teams use it to see what each scenario does to payroll budgets and internal pay equity.

People costs are among the largest lines in most operating budgets, so compensation modeling feeds directly into headcount planning and the wider workforce planning process. FP&A teams use it to test how a merit cycle, a new bonus plan, or a later hiring date changes the forecast before approval.

Unlike payroll, which records what employees are paid today, compensation modeling is forward-looking. It projects what pay will cost under different decisions, including commission payouts at different quota attainment levels. The results then inform compensation planning, where teams set and approve the actual pay budget.