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MF
Field notes

How AI actually lands inside organizations.

Three ideas I keep coming back to

The Adoption Gap
Why AI pilots impress leadership and then stall with everyone else.
The Human Layer
How roles, judgment, and accountability change when AI does part of the work.
The Translation Problem
Why HR, IT, and the business struggle to own the same AI outcome.
The Adoption Gap · Oct 15, 2026 · 7 min
What the Market Is Saying About Enterprise AI Adoption and ValueAdoption is nearly universal and value is not.
The Human Layer · May 2026 · 6 min
Beyond Resistance: How the Pope's AI Critique Reshapes Our Role as Transformation LeadersWhat moral critique of AI asks of the people leading its adoption.
The Adoption Gap · May 2026 · 5 min
Conversational AI Is a Decision Interface, Not a Chat ExperienceWhy the best assistants shorten the path to action instead of extending conversation.
The Translation Problem · Apr 2026 · 5 min
System Integrators Must Become System DesignersConfiguration is commoditizing. Designing the operating model around it is not.
The Human Layer · Apr 2026 · 4 min
Human Roles Are Being Redesigned, Not ReplacedA practical lens for deciding what people stop, start, and keep doing.

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I'm always glad to talk about speaking and teaching, or mentoring people breaking into AI. Hablemos.