Modeling with Intention: How AI Drives Precision and Productivity at Scale in Compensation
Discover how Intentional AI can transform your compensation strategy without compromising compliance or control.
In an era of expanding regulations, exploding pay data, and rising employee expectations, compensation leaders know that manual systems are under immense pressure. While AI offers a solution to this complexity, generic black-box AI is too unpredictable for high-stakes pay decisions.
Created with exclusive insights from beqom and Willis Towers Watson (WTW), our latest whitepaper provides a practical framework for deploying deterministic AI—what we call Intentional AI. Learn how to leverage AI for heavy lifting while keeping humans firmly in control of career-impacting decisions.
What you’ll learn
In this comprehensive whitepaper, you'll discover:
- The difference between probabilistic AI hype and deterministic, Intentional AI.
- The three foundational pillars for integrating AI into your organization's compensation workflows.
- How the three modes of AI work together for precision and compliance.
- Strategies to ensure complete traceability and auditability for every pay decision.
- How to extend Intentional AI into Talent Acquisition.
Featuring expert insights from:
- Dr. Lars Pedersen, CEO of beqom
- Julian Perez Alzueta, Head of AI and Analytics at beqom
- Dr. Sébastien Baehni, CTO of beqom
- Lesli Jennings, Senior Managing Director, Work Rewards and Careers at Willis Towers Watson
- Tom Hellier, Senior Director of Rewards at Willis Towers Watson
Who should read this guide
- Compensation and Total Rewards leaders.
- C-level executives responsible for workforce, technology, and AI strategy.
Fill out the form to download our free whitepaper.
Some of our latest resources
Explore beqom's latest resources, including expert eGuides, exclusive webinars, and so much more.
Pay Transparency: How to Build a Compliant and Sustainable Strategy
Gudrun Thorgeirsdottir and Rachel Gibbs get together for a practical session on building a compliant, audit-ready pay transparency strategy, even without a dedicated team or full job classification.
EU Pay Transparency Directive Fireside Chat With TUI Group
Europe's pay transparency landscape is still shifting post-deadline. Watch our recent webinar with beqom experts Lara Winzen and Hayley Bakker, and Max Oranski from TUI, for a candid look at what's changed, where member states stand, and what it means for employers on the ground.
Download the Pay Intelligence Report
We surveyed 202 US HR, finance, and comp leaders. Download The Pay Intelligence Report to learn where the pay proof gap opens up and the practical steps to close it.
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How to Deliver Talent Calibration That Survives a Pay-Gap Audit
Learn how to build objective ratings, record every calibration change, and test pay equity before pay decisions lock, so your pay gap audit is defensible before anyone asks.
How to Design a Long-Term Incentive Plan That Retains Top Talent
Learn how to design a long-term incentive plan that retains top talent, from choosing the right plan type to simulating cost before a single grant goes out.
EU Pay Transparency Directive Transposition Activity by Nation
The EU Pay Transparency Directive's 7 June 2026 transposition deadline has passed, but implementation across member states remains incomplete. We maintain this tracker so you can see exactly where each country stands, from finalized legislation to drafts still working their way through parliament.
