Engineering Services

I design and build digital systems: the workflows, tools and integrations that let your team do recurring work well. My focus is AI, and knowing where it fits, and where it does not, in both simple and complex workflows.

AI-generated linocut illustration: a team builds a small wooden footbridge over a stream, setting the last orange plank in place.

How I work

Fit first
Not every step needs AI. I look at the whole workflow and use AI only where it earns its place.

Beside your team
I work with the people who will run the system, so it fits how they actually work.

Defined time and scope
We agree what will be built and by when, and I see it through to a clean handover.

Built by someone who has shipped at scale

I have led engineering efforts, rollouts and custom builds at national scale, including Claude and ChatGPT platforms, and I have built for small businesses across dozens of industries. A tool for one team gets the same care as a system for a whole organisation.

From small business to national enterprise

The scale changes; the discipline does not. Whether it is one team’s recurring task or a workflow that runs across an organisation, the system has to be reliable, understood by the people who use it, and worth what it costs to run.

Not sure what to build yet?

If you are still looking for answers, start with AI Strategy Sessions and decide what to build before we build it. If you already have good builders but need ongoing guidance, strategy and governance, a Fractional CAIO engagement may be the better fit.

Talk about your build

Tell me what you want built, who will use it and what a good result looks like. I will reply with next steps.