


Calibration should flow straight into pay. Here's which ratings should inform compensation, how to set target band positions and model the budget bottoms-up, and how to help managers explain the pay.


See the latest ChartHop updates for October 2026: AI-drafted headcount plans, agentic actions built in plain language, a 9 Box calibration grid, and Allocations in Labs.
AI agents that do real work, governance that got specific, and why context matters more than data. Our five takeaways from HR Tech 2026 in Las Vegas.