Thoughts

Two ideas I keep coming back to.

These aren’t a grand theory of my work. They’re two mental models that have proved useful often enough that I wanted to make them concrete.

01

Digitalization

A maturity framework for making progress visible

Four stages—from displaying information to automating action—that help technical and business teams talk about the same process.
02

AI implementation · Includes an interactive example

Small, legible steps beat one giant AI black box

Why reliable AI implementations need bounded tasks, curated context and decisions people can inspect.

The other thing on this site isn’t a thought.

It’s something I built: the CV Tailoring Assistant