White Paper Series · April 2026
Make an Impact with
AI in Compensation
Three papers for compensation professionals who want a clear-eyed view of what AI actually changes, and how to act on it.
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Three Papers. Pick What's Relevant.
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The Reality of AI for Comp
What AI can and can't do for comp, where it makes a real difference, and a practical framework for getting started without overhauling everything at once.
Scale Problem
Recurring Work
AI Governance
Readiness
Will AI Kill CompTech?
Three ways AI will reshape compensation technology and why the answer is no. A category-by-category risk assessment and a clear lens for what's durable versus what's at risk.
CompTech Landscape
Category Risk
Vendor Strategy
Buying AI in CompTech
A framework for cutting through vendor hype, understanding the five types of AI in software, and asking the right questions before you sign anything.
5 AI Types
AI-First vs. Bolted-On
Vendor Evaluation
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Full Papers
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- Getting Started: The Reality of AI for the Compensation Professional
- Will AI Kill CompTech?
- Buying AI in CompTech