Insights
Headcount Mandates
What to do when a number arrives from the board before the analysis does. How to answer an AI headcount mandate with evidence, how to challenge one that does not fit your operation, and why the companies that cut first are the ones who regret it.
How to Challenge AI Headcount Targets With Data
Instinct won't beat a board's headcount target. Activity-level ground-truth data will. Here's the 4-part evidence package that turns a gut feeling into a defensible case.
How to Respond to an AI Headcount Mandate (Without Guessing)
Handed an AI headcount target you didn't set? Here's the responsible 5-step response: get ground-truth activity data before you cut, then answer the mandate or challenge it.
Why 55% of Companies Regret AI-Driven Layoffs (And What They Got Wrong)
55% of companies regret AI-driven layoffs. They weren't bad leaders - they were working from bad data. Here's what the right data looks like before you act.