For StuartCole.co.uk
AI Visibility Audit: Case Study
I built a free tool that shows businesses exactly how ChatGPT and Perplexity answer when asked to recommend someone like them, and gives them the fixes to appear in that answer.
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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.
Built around outcomes
UK-based, remote-first
Clear scope, fast delivery
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.
For WI1.com
Anthropic’s Fable 5: Case Study
Last Tuesday (9th June 2026), Anthropic released what it described as a safer version of Mythos, its very powerful AI model. The new version was called Fable 5.…
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For CheltenhamTimes.comcheltenhamtimes.com
Local AI Agent Task – The News Website
How I built a local news website with AI agents A little while ago I started an experiment on a spare PC. I wanted to see what would…
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Writing
Latest from the blog
Field notes on building with AI — what worked, what didn't, and why.
How AI Can Help Stop Expense Recharge Leakage
Some profit leaks are obvious. A project overruns, a client pushes back on scope, or a fee is discounted too heavily. Other leaks are quieter. One common example…
AI Comparable-Evidence Packs for Estate Agent Valuations
For estate agents, market appraisals are often won or lost on preparation. A vendor wants confidence that the suggested price is not just a guess. The agent needs…
AI Agents Create a New Job: Managing Token Expenditure
As AI agents become normal in business, someone now needs to watch what they cost. Here's what tokens are, how they're priced, and how to keep control of AI spend.
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.
AI Visibility Audit
Find out how AI assistants like ChatGPT, Claude and Perplexity currently see your business, and what's stopping them recommending you. Enter your website, get a free report by email.
Open toolAI Advisor
Answer a few plain-English questions about your business, goals and budget, and get a personalised AI/automation starting point in under three minutes, with a clear reason why it fits.
Open toolAI Model Selector
Not sure which AI model to use for a task? Tell it what you're doing and where it should run, and get a fast, honest recommendation, cloud or local, best quality or lowest cost.
Open toolGot 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.