I help organizations move AI from pilots into production and daily work.

For 20 years I've built software and led engineering teams through changes to their business, technology and structure. Most AI projects are missing what made those changes work. The strategy has to reach the people doing the work, teams need time and training to use new tools, and pilots have to be built for production. I write about what works.

Read the writing ->

Pencil sketch of a taped-together model bridge on a drafting table, with the real bridge carrying traffic outside the window

What I write about

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Strategy

AI doesn't fit everywhere. Knowing where it doesn't is already half of a good AI strategy.

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Transformation

Changing how teams and leaders work, not just which tools they have.

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Deployment

Getting models, agents and AI workflows into production, and keeping them there.

Latest writing

Designing an AI pilot that can go into production

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Parallel tool calls visualization

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Four questions before you build an AI feature

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Work with me

I advise leadership teams on where to use AI, how their teams need to change to use it, and how to get it into production. Get in touch.