AnyComp · Compensation Decision Intelligence
AnyComp is a pay-decision service for comp leaders and executives
Set priorities, compare scenarios on your own pay data and receive a conditional recommendation you can explain to executives or a board.
Compensation Decision Intelligence — a layer that converts executive intent into optimized, budget-constrained compensation actions. We run it on your data. You decide.
The thesis
The pay model shows its uncertainty
AnyComp uses the same pay model as CompData, the related compensation-data product. The model estimates market pay through contributing factors and reports uncertainty around the result. That matters because leaders need to explain the analytical basis of an organization-wide recommendation. Factor decomposition shows how the estimate is formed, and stated uncertainty shows its limits. Compensation leaders can explain both the recommended plan and the pay analysis behind it.
Messy titles → canonical job × level × function. Job matching, made routine.
A field-leading multiple-regression pay model with cited methodology and honest intervals.
Strategy ↔ pay linkage, software-defined: priorities → scenarios → re-measure.
The decision layer
Set priorities before comparing scenarios
- 01
Strategy
Your business phase, talent priorities, and pay philosophy — captured as constraints and weights, not a survey you forget.
- 02
Priorities
100 pennies across what matters — a forced, ratio-scale allocation that becomes the optimizer's objective. No silent defaults.
- 03
Optimizer
Budget-constrained, explainable optimization over external / internal / personal value and cost — the action with the most impact, with the tradeoff shown.
- 04
Scenarios
Several scenarios, never one option. Each one re-measured against your priorities so you choose with the tradeoffs in front of you.
- 05
Tradeoff radar
What each move costs and buys across every value dimension — the decision made legible to the room, not buried in a model.
The analytics
Use your own data across the whole organization
AnyComp works from the organization's own pay data because the choice applies across the workforce. The session treats the workforce as one connected decision and compares fitting scenarios on that shared basis. Each option is measured against the same priorities, helping leaders see how the choice serves the organization-wide plan and where it requires a tradeoff. The result stays focused on the decision leadership must make: which scenario fits the stated priorities, and why.
The concierge tier
Work through the decision in a guided session
AnyComp is offered as a concierge engagement for compensation leaders, CFOs and CHROs. Bring the organization-wide pay decision and your data to a working session. Together, we set the priorities, compare the scenarios that fit and produce a conditional recommendation for the executive team or board. You remain responsible for the final choice. AnyComp supplies a consistent method, visible tradeoffs and a clear link from the priorities to the recommended plan. If you want self-serve compensation tools with posted prices, use Compensation Toolbox.