Repricing Cognitive Labor | The Professional Services Stack & the Agent Layer

McKinsey's Acorn Plan, the Big 4 graduate-hiring collapse, and Anthropic's financial agent layer are three sides of the same repricing event. The capital-structure consequences are beginning to surface in listed peers.

AI did not invent outcome-based pricing. What AI did was make outcome pricing underwritable at scale across cognitive labor — by producing the tools, the data partnerships, and the deployment infrastructure that let buyers and sellers agree on what the work actually costs. The McKinsey Acorn Plan is the partnership-finance consequence of that shift. The Big 4 graduate-hiring collapse is the labor-market consequence. The Anthropic launch is the tooling-layer enabling event. For allocators, the question is no longer whether the repricing happens. It is which formats survive it. Capital structure migration, geographic and functional bifurcation, and inverted pyramids are the three lenses worth carrying into the next four quarters.

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