Gated thesis

The Operating Model for the AI Era

A working thesis on how enterprise organizations restructure go-to-market, capital allocation, team architecture, and market strategy once AI becomes part of the workforce rather than a tool beside it.

• Where AI actually changes the commercial operating model
• How to reallocate capital and headcount without guesswork
• What leadership has to model, coach, and protect

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