The cobbler paradox: why HR is the worst-equipped function for AI
The HR function advises every other department on AI transformation but rarely uses AI for its own processes. Anatomy of a costly paradox.
Doctrine
New book
The Death of Skills
What AI reveals about your talents, and what your skills conceal
Nobody has accounted for the cost of human latency.
Five lenses to decide, allocate, measure.
The five operational frameworks
Potential Stack
Reading human potential in six observable layers, beyond the skills list.
Learn moreTime-to-Skill
Measuring ramp-up duration as a first-rank budget metric.
Learn moreFortress, Front Line, Laboratory
Three postures to deploy AI in HR depending on risk, maturity and horizon.
Learn moreTrajectory Radar
Anticipate an employee's likely internal moves over an 18 to 36-month horizon.
Learn morePay-for-Agility
Pay for the speed of acquiring new skills, not the stock held.
Learn moreThe book in numbers
15
Chapters
5
Operational frameworks
10
Tools in the operational guide
1
Languages published
12
Conferences delivered
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Doctrine
The Fortress / Front Line / Lab doctrine
Three zones, three risk regimes, three cadences. The operational grid to decide, process by process, where AI can enter the HR function — and where it must not.
What early readers say
The Potential Stack gave me a shared language with my executive committee for talking about potential without falling back into the skills debate. It is the tool I was missing to defend my budget trade-offs.
For the first time, an HR book speaks about human capital in language a CFO can sign off on. Time-to-Skill belongs in every AI investment review.
The Fortress / Front Line / Laboratory triptych clarified in one meeting what eighteen months of AI committees had failed to resolve. We redrew our roadmap in two weeks.
Required reading for any product team that claims to sell a skills graph in 2026. The book reframes what HR buyers will expect from us in eighteen months.