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Notes from the AI practice.

Methodology, point of view, and observations from the field.

Cornerstone post · 5 min

Four AI Use Cases That Actually Map to EBITDA.

Long-form version of the LinkedIn post. The cornerstone piece: which use cases pay off inside a value creation plan, and which don't.

Apr 2026 · Coming soon →
Cornerstone post · 7 min

Why AI Initiatives Stall in Organizations.

A breakdown of the common failure patterns: process gaps, data debt, change-management debt, executive-sponsor drift.

Mar 2026 · Coming soon →
POV · 4 min

AI-Native vs. AI-Augmented Operations.

The line meant to be quoted back. When 'AI-native' is real, and when it's marketing.

Feb 2026 · Coming soon →
Methodology · 6 min

What an Operating-Partner-Grade Diagnostic Looks Like.

Deconstructs the AI Transformation Sprint format. What goes in, what comes out, and what an OP can do with it.

Jan 2026 · Coming soon →
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