Local AI Agent Task – The News Website
A little while ago, I started an experiment on a spare PC I had. The idea was to set up an environment that would use AI agents to…
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AI consulting
Your Next Best Employee Is AI
I help small teams turn AI into practical working systems that save time, reduce costs and unlock new opportunities. Pragmatic, hands on and measured by outcomes.
Pragmatic, not academic
UK-based, remote-first
Senior, hands-on
How I help
Where are you stuck with AI?
Most teams I meet are in one of three places: not sure where AI fits, sitting on a use case that won't ship, or already shipping but missing a senior voice. Each has a way out.
"We know AI matters but we don't know where to start."
An AI strategy sprint. I find the highest-leverage opportunities in your business, score them, and tell you what to build first — and what to ignore.
Learn more"We have an idea but it keeps stalling."
Hands-on build & integrate. I prototype the thing in weeks, harden what works, and wire it into the systems your team already uses — so it actually gets adopted.
Learn more"We're shipping AI work but missing a senior voice."
Fractional AI lead. A day a week embedded with your team: architecture reviews, hiring help, unblocking, and the honest second opinion you don't have in-house.
Learn more
How I work
A simple path from "we should try AI" to a working system.
Discover
We look at your operations, find the highest-leverage problems, and shortlist what AI can realistically solve.
Prototype
One focused build, in days not weeks — so we learn from something real, not a spreadsheet.
Scale
Harden what works, wire it into your systems, and hand over docs and training so your team owns it.
Work
Selected case studies
Short write-ups of projects, the decisions behind them, and what changed for the client.
Writing
Latest from the blog
Field notes on building with AI — what worked, what didn't, and why.
Hitting AI Limits Might Be the Best Thing That Happens to You
There has been a lot of news recently about hitting the limits on your AI provider, in particular, Claude AI. Is this the sign of the future? Will…
AI Search Is Reducing Website Traffic. Here’s How To Adapt.
Google’s AI Overviews are changing how users interact with search.Instead of clicking through to websites, users increasingly receive complete answers directly within search results. The Data Recent industry…
How to Spot a Good Web Design Quote vs. a Bad One: A Quick Guide for Small Businesses
Hey there! Ready to give your website a glow-up but drowning in a sea of web design quotes? Some look like they’re written in alien code, while others…
Free tools
Tools I've built for the community
Small, focused tools that help you make better AI decisions. Free to use — no sign-up.
Got an idea for AI in your business?
A 30-minute chat will tell you whether it's worth building, and what it would take to get there.