Services.

I look at how your team works today and where the time goes. You get a plain answer on where AI would help, where it wouldn't, and what each option would take.

What you get

A short written assessment with a ranked list of opportunities, and a recommendation on whether to build, buy, or wait.

Typical shape

A few weeks.

I build the tool: a working app, assistant, or automation that runs on your data and does a defined job.

What you get

Working software, the source code, and the documents your team needs to run it.

Typical shape

A first working version early, then short rounds of changes with your team.

Most teams don't need a new system. I add AI to the tools you already use, so the work shows up where your team already looks for it.

What you get

The integration, tested on your real work, and a hand-over to whoever looks after those systems.

Hands-on sessions for the people who will use and look after the work. They learn what it does, where it can go wrong, and how to check it.

What you get

Sessions on your own material, and a short written guide.

I don't name clients or publish their work. These are the kinds of things I build.

• Tools that read incoming reports and documents and turn them into checked, structured data for the systems a team already uses.
• Assistants that help a team search its own documents and get clear answers to its questions.

• A person who knows the work and can answer questions.
• Access to sample data or documents, under whatever rules you set.
• Time to try things and tell me what's wrong.