UK AI consultancy · fixed price or retainer

Not a slide deck.
A working system.

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.

Vendor-neutral — Claude · GPT · Gemini Scoped like a works package UK-based, working worldwide

Eaglett Labs is the AI consultancy that builds what you keep putting off.

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What we do

Consultancy, installed — not just advised.

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.

AI consultancy for business

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.

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Agent Blueprint install

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.

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Websites & AI product builds

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.

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The expertise

Advice answers.
Systems deliver.

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.

C-01

Agent systems

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.

C-02

Model selection & evaluation

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.

C-03

Retrieval & data

RAG pipelines, vector search and Postgres/Supabase data plumbing that ground AI answers in your documents, contracts and records instead of guesswork.

C-04

Workflow automation

Back-office processes — quoting, compliance checks, content, outreach — specified like a works package and handed to agents with an audit trail.

C-05

AI governance

Shadow-AI discovery, usage policy and evaluation frameworks, so adoption is defensible to your insurers and clients as well as fast.

C-06

Product engineering

React, Next.js and Python builds that take an AI feature from prototype to production — the same stack behind our own sites and tools.

Eaglett Labs imprint

From Stone to Silicon.

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.

From Stone to Silicon: The Evolution of Technology as an Extension of Humanity — book cover, styled as a technical timeline from the first stone tools to modern computing.

The Evolution of Technology as an Extension of Humanity

  1. Vol I

    Where it all begins — the foundations of how humans build and measure the world.

  2. Vol II

    The middle passage — machines, measurement and the industrial mind.

  3. Vol III

    The silicon age — computation, intelligence and what we build next.

Paperback ships direct from Eaglett Labs · Kindle via Amazon only

In preparation Courses — coming soon.

Practical, project-based courses on AI agent systems and applied AI for professionals. Join the mailing list to be first to know.

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The founder

From bills of quantities to agent systems.

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.

Base
United Kingdom · remote worldwide
Background
Quantity surveying · construction & property
Stack
React · Next.js · Python · Supabase · multi-agent systems
Sectors
Agencies · SMEs · property · construction · compliance
Delivery
Fixed-price or retainer · done-with-you installs & scoped builds
Questions

Frequently asked.

What does Eaglett Labs do?

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.

What is the Agent Blueprint install?

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.

Do you work with construction and property businesses?

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.

Do you build websites?

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.

How do engagements start?

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.

Where is Eaglett Labs based?

In the United Kingdom, working remotely with clients across the UK and internationally.

Where can I buy the book?

From Stone to Silicon is available on Amazon in paperback and Kindle — one edition containing all three volumes, published under the Eaglett Labs imprint.

Start a project

Tell us what you're building.

One email is enough to start. Describe the problem in plain terms — we'll reply with an honest view and, where it fits, a scoped proposal.

hello@eaglettlabs.com

Based in the UK · working remotely with clients worldwide.