Open to work · four things

What I can do for you

One person, end to end. That is the constraint and most of the point — nothing gets handed between four people and lost on the way.

Book 30 minutes Or email instead

01

AI product development

You have an AI product to build and nobody who can own the whole of it.

Agent products fail in the gaps — between the demo and permissions, between the model and the state it is allowed to touch, between a working prototype and something on call at 2am. I take the whole line: product decisions, architecture, the code, the deploy, and the postmortem afterwards.

Not a demo that impresses a room and dies the week after.

What you get

  • A deployed product, not a prototype
  • Memory, context and tool boundaries designed rather than discovered
  • The code, documented, and yours
Shape
6–12 weeks to a v1 in production
YouChannel postmortem →

02

AI search visibility (GEO)

Your buyers ask an AI instead of Google, and it does not mention you.

Answer engines pick sources differently from search engines, and most of what is sold as GEO is a dashboard that approximates prompts nobody actually types. I run the diagnostic first, fix what the fix reaches, and measure it in a way that survives you checking it twice.

Not a subscription to a tool that guesses at your prompts.

What you get

  • A visibility diagnostic across the engines your buyers use
  • Pages written so an answer can quote them
  • Measurement with repeated sampling, not one screenshot
Shape
Two-week diagnostic, then monthly if it is working
The GEO series, 7 parts →

03

Fitting AI into a business that already works

Everyone told you to add AI. Nobody told you where.

Most of the value is in one or two workflows, and most of the risk is in the ones people suggest first. I look at what your team actually does all day, find the place where a model changes the economics, build that, and argue against the rest.

Not an AI strategy deck. Not a pilot that never ends.

What you get

  • A short list of what is worth automating, and what is not
  • One workflow built and measured, not five started
  • An honest account of what it costs to run
Shape
1–2 weeks to assess, then build the one that matters
More agents means more management →

04

Websites, the ordinary kind

You need a site that is fast, stays up, and does not need a meeting to edit.

Design, build, host. Static by default, so it is quick, cheap to run and hard to break. No CMS you have to be trained on and no framework you will be stuck maintaining. Sometimes this is the honest answer and the AI conversation can wait.

Not a template with your logo dropped into it.

What you get

  • Design and build
  • Hosting and domain set up properly
  • Something you can actually edit
Shape
2–4 weeks, hosting ongoing
Work →

The honest part

I work alone, so I take a small number of things at a time and I will tell you when the next one starts rather than pretend otherwise.

I am not an agency and will not staff a team for you. If the work needs five people, I am the wrong answer and I would rather say so in the first email.

I aim for eighty out of a hundred on purpose. If the last twenty points are the whole requirement, we should talk about whether they are worth what they cost.

How it starts

Four sentences

  1. 01

    What is happening now, in your words.

  2. 02

    Who feels it most directly.

  3. 03

    What was tried, including the part that failed.

  4. 04

    What changes if this works.

No brief needed. I would rather read the messy version than a deck. If it is easier to just talk, book half an hour and skip the writing.

Book 30 minutes [email protected]