AI systems, built with a surveyor's precision. Eaglett Labs works out which AI to implement and where it pays back — then installs it: agent systems, websites and AI SaaS for UK businesses.
Illustrative example — not a client result.
Most AI consultancy ends at a slide deck. Ours ends at a working system in your business, with documentation, handover and a defects period — the way construction professionals deliver.
Illustrative model comparison — scores are examples only.
An honest evaluation of where AI genuinely pays back in your operation — which tools to implement, which to skip, and a costed adoption roadmap. Vendor-neutral, plus shadow-AI discovery and governance reviews.
Discuss an AI evaluation →A ten-agent AI operating system for founders and agencies, covering research, content, outreach, delivery and reporting. Installed in your stack in weeks, with your team trained to run it.
Enquire about an install →From a website that wins you work to full-stack AI SaaS — React, Next.js, Python, Supabase and multi-agent architectures, from brochure site to App Store submission, delivered by a founder who ships his own products.
Scope a build →Every engagement draws on the same register of methods — the stack we run our own business on, kept current so yours doesn't have to be the experiment.
Multi-agent orchestration, tool use and MCP integrations that run real workflows end to end — research, delivery and reporting with human sign-off where it matters.
Vendor-neutral by design: Claude, GPT and Gemini benchmarked against your actual tasks — not the demo — so you pay for the model that earns its keep.
RAG pipelines, vector search and Postgres/Supabase data plumbing that ground AI answers in your documents, contracts and records instead of guesswork.
Back-office processes — quoting, compliance checks, content, outreach — specified like a works package and handed to agents with an audit trail.
Shadow-AI discovery, usage policy and evaluation frameworks, so adoption is defensible to your insurers and clients as well as fast.
React, Next.js and Python builds that take an AI feature from prototype to production — the same stack behind our own sites and tools.
One book, three volumes — tracing how humanity builds, measures and thinks, from the first tools to the age of intelligent machines. Twelve chapters and twelve original plates, published under the Eaglett Labs imprint.
Where it all begins — the foundations of how humans build and measure the world.
The middle passage — machines, measurement and the industrial mind.
The silicon age — computation, intelligence and what we build next.
Paperback and Kindle availability, pricing, delivery and returns are handled by Amazon.
Practical, project-based courses on AI agent systems and applied AI for professionals. Email us if you would like a personal update when details are ready.
This is a manual expression of interest, not an automated mailing list.
Eaglett Labs was founded by a quantity surveyor turned AI builder. Quantity surveying is the discipline of measuring, specifying and pricing complex projects before a single brick is laid — and it turns out to be exactly the right training for building AI systems that actually work in a business.
Every engagement is scoped like a works package: a clear specification, measurable deliverables and a proper handover — whether that's a fixed-price build or an ongoing retainer. No vague "AI transformation" promises.
The lab builds its own products, publishes its own books, and runs its own self-hosted multi-agent infrastructure — so the advice you get has been tested on our own money first.
The first conversation is for fit and definition. It is not a commitment to buy, and a call is not confirmed until we reply.
We clarify the operational problem, who uses the system, the evidence available and what a useful outcome would look like.
If there is a fit, the proposed deliverables, assumptions, exclusions, responsibilities, timetable and fixed price or retainer are written down.
Approved work is built against the agreed scope, reviewed with the people who will use it, then documented and handed over.
No work starts until the scope, price and responsibilities are agreed in writing. Third-party subscriptions, data preparation and work outside the written scope are not included unless the proposal says otherwise.
We're a UK AI consultancy. We evaluate where AI pays back in your business and which tools to implement, design and install AI agent systems, build websites and custom AI SaaS products, and publish books and courses on applied AI. Engagements are always properly scoped, and run either at a fixed price or on an ongoing retainer — whichever fits the work.
A done-with-you installation of a ten-agent AI operating system covering research, content, outreach, delivery and reporting. We configure it inside your existing tools, train your team, and hand over full documentation.
Yes — it's a core specialism. The founder's quantity surveying background means we understand tenders, valuations, compliance and site realities, including EPC/MEES retrofit obligations for UK landlords.
Yes. We build marketing websites and full web applications — React, Next.js and modern static sites — usually as part of a wider AI adoption plan, but standalone website builds are welcome too.
With a short scoping call. You tell us the problem, we tell you honestly whether AI is the right answer, and if it is, you get a written specification — priced fixed or as a retainer — before any work begins.
In the United Kingdom, working remotely with clients across the UK and internationally.
From Stone to Silicon is available on Amazon in paperback and Kindle — one edition containing all three volumes, published under the Eaglett Labs imprint.
Send a short project brief and we will reply with an honest view on fit and the next useful step. Include only what is safe to share at this stage.
This opens your email app. No enquiry is submitted and no consultation is booked until you send the email and receive a reply. Based in the UK · working remotely worldwide.