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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.
June 5, 2026
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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.
June 5, 2026
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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.
May 22, 2026
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