Fixed prices, published upfront
Our audits and sprints are fixed price and our engagement models and rate bands are on the website. You know the number before the first call.
AI & digital product studio · Guildford, Surrey
Guiding you through the age of AI to a more streamlined, cost-effective and powerful business. We find where AI pays back, prove it in a fixed-price sprint, then build and run the software behind it. No hype, no 40-slide decks. Working systems, measured results.
Trusted by
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from idea to a working AI prototype
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median eval score on shipped AI features (placeholder)
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surprise invoices. Fixed prices, published upfront
Our impact in numbers
These are the figures we report against on every engagement. Replace the placeholders with your own once the first projects land.
See how we workShowreel
The work, and the people behind it.
Why us
Our audits and sprints are fixed price and our engagement models and rate bands are on the website. You know the number before the first call.
Every AI engagement starts with a 10-Day Sprint that ends in a working prototype on your data and a go or no-go decision. Half the time of the usual 20-day sprint.
Your data is your business, so we treat it that way. Least-privilege access, encryption in transit and at rest, no client data used to train models, prompt-injection and data-leak testing before every launch, and a full audit trail you can inspect. Controls aligned to ISO 27001 and Cyber Essentials Plus, written into every statement of work.
How it works
This is the shape of every AI system we ship. Evaluation before the model, guardrails before your users, monitoring forever.
What it looks like in production
The cards on the right are the kind of dashboard every client gets: evaluation scores, hours returned, cost per task and a live audit trail. If the number does not move, we tell you.
Eval score
Every release is scored against your ground truth before it ships.
Hours returned to the team
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Cost per proposal
Automation with a human approval step, measured end to end.
Live activity
Delivered
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All case studiesWhat we do
AI Services
Digital Services
Plugs into what you own
We do not replace your stack. We connect it. Policies, evals and an audit log sit between your tools and any model, so you can swap vendors without rebuilding.
Anthropic, OpenAI, Google or open-weight models, chosen by evaluation score and swapped without touching your systems.
Policy checks, PII redaction and a complete audit trail on every call. Aligned to ISO 42001.
Evals re-run automatically when a provider updates a model, so quality never silently drops.
Start here
AI Strategy
2 weeksA two-week, fixed-price review of where AI will save money or make money in your business, ranked by value and effort.
AI Strategy
10 working daysFrom idea to a working, tested AI prototype in ten working days. Real data, real users, real decision at the end.
Sectors
The same engineering rigour, shaped around the regulation, data and customers your sector actually has.
Selected work


Homeconcepts · 2026

1minus1 · 2026


Thunderbolt · 2026


WBK · 2026
Kind words
“Placeholder: a short quote from a client about the outcome we delivered and how it felt to work with us.”
“Placeholder: a second quote, ideally with a number in it. Revenue, hours saved, time to launch.”
“Placeholder: a third quote focused on the team, the process and ongoing support.”
FAQs
We can usually start a 10-Day AI Sprint or an Opportunity Audit within two weeks. A well-scoped MVP, app or website typically takes eight to sixteen weeks. Larger platforms run longer, and many clients keep a retained team afterwards.
Yes. Our sprints and audits are fixed price, and our engagement models page shows day-rate bands for retained teams. You will never get a surprise invoice from us.
The right ones for the job. For the web we favour Astro, Nuxt and Next with a headless CMS. For AI we work across Anthropic, OpenAI, Google and open-weight models, selected by evaluation rather than fashion. For apps we build natively or cross-platform depending on the product.
You do. Everything we build is delivered into your repositories and your cloud accounts, with documentation your own team or another supplier could pick up.
Yes. We offer monthly support retainers for security, updates and small changes, and retained product teams for ongoing roadmap delivery. We also help clients hire and hand over to in-house teams when that is the right move.
Every AI engagement includes a data and security review, evaluation against your success metrics, and guardrails against prompt injection and data leakage. We align governance work to ISO 42001 and can work inside your existing ISO 27001 controls.
A 30-minute call. No deck, no pitch. Bring a problem and we will tell you honestly whether AI, software or neither is the answer.