We help established UK businesses work out — properly — where AI will move the needle, where it won't, and what to do about it. No buzzwords. No commissions. No sales pitch dressed up as advice.
£295, paid up front · credited in full if you proceed · not every applicant is accepted
You're not behind because you ignored the chatbots and content generators. That was good judgement. But something has changed: the serious operators in your sector are quietly using AI for process automation, decision support and predictive insight — removing cost and friction while improving quality.
The trouble is, most of what's on offer is noise. Twenty-minute "discovery calls" followed by templated reports. Free audits that are lead generation in a lab coat. Consultants wedded to whatever platform pays them commission.
You don't need an AI guru. You need someone who understands how your business actually works — and can tell you, honestly, where AI fits and where it doesn't.
We work across the four leading AI models — each doing the job it's genuinely best at — with John as the human governance layer over all of them. Every recommendation ends with a human decision: approve, investigate, back-burner, or reject.
Big-picture thinking, benchmarking, positioning and growth — the wide-angle lens on where your business could go.
Precision analysis, reasoning and controls — the one that challenges assumptions and stress-tests the plan before you commit.
Search trends, customer intent and competitive insight from the Google ecosystem — what your market is actually looking for.
Real-time market signals and live updates — what's changing right now, before it shows up in anyone's quarterly report.
These are the current top four we use and trust. The lineup can change — if a better player earns a place, they're in. We're independent of all of them: named because we use them, not because they pay us.
Years spent untangling how work really flows through companies — the handoffs, the bottlenecks, the workarounds nobody wrote down. AI is a new tool in that discipline, not a replacement for it.
Free audits exist to sell you something. Ours is paid, fixed-scope, and stands on its own. Take the conclusions anywhere — including nowhere.
Every diagnostic includes an honest list of areas where AI won't help you — and there will be plenty. If the right answer is "you're not ready," that's what the report says.
No platform partnerships. No referral commissions. No preferred vendors. If you need a specialist we're not, we'll help you find one — and take nothing for the introduction.
A face-to-face, on-site assessment. John comes to you and meets whoever you want him to meet — the people who do the work — to understand how things actually flow. Output: a written diagnostic plus a challenge session with your team.
Opportunities ranked by impact against effort and risk, with rough ROI ranges and the risks laid out plainly — data quality, integration, staff resistance, ongoing costs, GDPR. Options always include "do nothing."
If you're a good fit, John sets it up with you — a contained pilot first, then fine-tuned and built bespoke around your needs and your brand while your systems keep running. What you end up with is genuinely your proprietary system. Never pushed.
"If I can't explain it to a capable adult who doesn't live in tech, I don't understand it well enough yet."
John Murray has spent years on the unglamorous end of business: web, SEO, design and development; business services; company registration and registered office services for UK companies; and business-systems work — mapping how firms actually get things done.
Then he spent thousands of hours studying modern AI properly, and put it to work in his own operations first — commercial and non-profit — before offering it to anyone else. That order matters. Business first, AI second.
Because free audits are sales tools, and their conclusions are shaped by what the seller wants to sell. Paying for the diagnostic is what makes the answer trustworthy.
Because we don't take everyone. The assessment works best for established businesses with real process complexity — and if we don't think it'll be worth your money, we'll say so before taking a penny.
Then the report will say so, with reasons, and the engagement ends there. That happens, and it's a good outcome — it's a cheap way to stop worrying about it.
No. If we can't explain a recommendation to a capable adult who doesn't live in tech, we don't understand it well enough yet. That's our test, not yours.
No. Phase 3 exists if you want it. The quality of Phases 1 and 2 has to speak for itself.
A structured first assessment of your business against what modern AI can reliably do — built from your answers plus the public record — and a working session with John. If you proceed to a full diagnostic, the £295 is credited against the fee. If the honest answer is "don't bother," you'll get that in writing.
Give us your company name and we'll check the public record ourselves. Then a handful of questions no register can answer. Applications are reviewed personally — and not every applicant is accepted.
We'll look you up on the Companies House register — so we never ask what's already public.
Registered offices are often an accountant's address. We need where you and your people are — John comes to you.
Pick the closest — there's room to elaborate at the end.
Email counts. Spreadsheets count.
Anything you want John to know before you speak? (optional)
And where do we reach you?
By continuing you agree we may look up your company on the public Companies House register and process these answers to assess fit and contact you about this enquiry. We don't share your details with anyone else. Privacy policy.
Credited in full against your diagnostic fee if you proceed. That's guidance above, not a quote — the fixed fee is confirmed after we've spoken, not by a form.
Payment is taken securely. John reviews every application personally — if he doesn't believe the assessment will be worth your money, you'll be told before any work starts and refunded in full.
Not every applicant is accepted — and based on your answers, we're not confident the assessment would be worth your money. We'd rather say that now than take £295 to say it later.
If you think the form got it wrong — forms are wrong sometimes; that's why the diagnostic isn't one — leave your details and John will take a look personally.
Five minutes of questions, one straight answer. If we're not right for you, you'll hear it from us first.
Apply now