When it fits
Everyone agrees AI will change the work, but nobody in-house can redesign it and build it. Startup, SME or group: I come in as fractional, partner or contractor, whichever fits.
How I work
I start from the people who know the work, one at a time. I redesign the work around that person and their tools, pick what to build and what to remove, and take it to production myself.
I own the harness: tools, contracts, evals, observability. The model is a component, swapped when a better one ships.
What I need
- One person who decides with me.
- Access to the real data and the real systems.
- Permission to measure, and to remove what isn't needed.
What you get
Systems that hold up under real work when I'm not watching, and a clear answer on where AI helps and where it doesn't.