Journal

Ideas about AI,
systems and better work.

Practical perspectives on where AI creates leverage, how to build capability without losing the human judgment that matters, and what I have learned from 20+ years of making systems work.

Laptop with vivid prism light across the keyboard
AI / Operations7 min read

You do not need an AI strategy. You need AI doing work.

Most growing companies already know AI matters. The real gap is turning that belief into useful systems, shipped work and better days for the people doing it.

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Small diverse team collaborating around a working table
Business / AI7 min read

Grow output before you grow headcount.

Before creating another permanent role, test what should be automated, systemized, delegated or still owned by a person.

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Portrait of Kirk Perry against a vivid red background
Experience / AI8 min read

AI is the leverage. Experience is the advantage.

The tools are new. The work of deciding what should exist, making complexity usable and building systems people can actually use is not.

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The through-line

I build what organizations need when the answer is not obvious.

The Journal is where I explain the thinking behind the work. The case studies show what happens when that thinking becomes something real.

See selected work