Ideas from doing the work

What the work
teaches me.

Practical notes for people trying to improve how a company operates—without losing sight of the people doing the work.

Process · AI · Prototyping · Change
Featured note3 min read

Process design

Diagnosing a workflow before automating it.

A practical starting point for understanding the problem behind the request.

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Building with AI3 min read

What building an AI ordering prototype taught me.

The first version came quickly. Making the experience useful took longer.

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Ways of working3 min read

Using working prototypes to clarify business requirements.

What changes when people can respond to something they can actually use.

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Why I write

Good operators make their thinking visible.

Writing forces me to separate what happened, what I think it means, and what someone else might use. That discipline improves the next piece of work.

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