The Hidden Obligations of Enterprise AI · Part 1
The Model Will Be Gone Before the Product Is
Owning your models does not solve this. It changes which clock you are fighting.
Capability & Consequence
Essays
Long-form, argument-led analysis with explicit implications and falsification tests.
CAC-001
CAC-002
The Hidden Obligations of Enterprise AI · Part 2
The Verification Shadow
AI can collapse generation time while leaving the obligation to prove the output almost untouched.
CAC-003
The Hidden Obligations of Enterprise AI · Part 3
The Three Clocks Behind the AI Business Case
Capability improves in months. Enterprises change in years. Financial value arrives on a third schedule.
CAC-006
Professional Services in the Age of AI · Part 1
The Artifact Was Not the Whole Product
In 2022 I predicted a self-service future for consulting. Nearly four years later, the direction held and the operating model looks incomplete.
CAC-007
Professional Services in the Age of AI · Part 2
Who Owns the Consulting Platform?
A firm can own the advisory product and still lose the client interface, the learning loop and the economics around it.
CAC-008
Professional Services in the Age of AI · Part 3
The Apprenticeship Problem
A firm can improve this year's project margin and weaken the supply of judgement it will need a decade from now.
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