AI agents
Autonomous and human-in-the-loop agents that carry out real work — triage, research, drafting, scheduling — with guardrails and a full audit trail.
Custom AI development — UK studio
Custom AI for business operations. Agents. MCP servers. Tooling.
We design, build and deploy full-stack AI — autonomous agents, MCP servers, custom tooling and complete applications — built to spec around the way your business already works. Hosted wherever suits you: AWS, Azure, Kubernetes or your own servers.
- Full stack — UI, APIs, models, infrastructure
- AWS, Azure, Kubernetes or bespoke servers
- Fixed quote before any work starts
- You own the code outright
What we build
Full-stack AI development
MCP servers
Custom Model Context Protocol servers that connect Claude and other AI assistants safely to your databases, APIs and internal systems.
Custom tooling
Purpose-built internal tools and automations for operations, sales, finance and support — shaped around how your team actually works.
Full-stack AI apps
Complete applications end to end: interface, APIs, model integration, evaluation and infrastructure. One crew, the whole stack.
Real client projects — measured results
A week of prospecting done in an afternoon.Client build — B2B sales prospectingA whole home run by voice — private, local, no cloud.Client build — private residence30 holdings checked against 10,000 news stories, daily.Client build — private investor
See the full portfolio ↓For business operations
The admin we take off your plate
Sales — Quote builder
Stop writing quotes by hand
Reads incoming enquiries and drafts priced quotes in your format, ready for review.
Finance — Invoice chaser
Stop chasing overdue invoices
Watches the ledger for overdue invoices and writes the polite — then firmer — follow-ups.
Support — Inbox triage
Stop drowning in the inbox
Sorts every customer email, answers the routine ones, flags the tricky ones with context.
Operations — Document reader
Stop retyping paperwork
Pulls names, numbers and dates out of contracts, POs and scanned PDFs into your systems.
Portfolio
Recent client builds
Sales
Lead Gen
Maps local businesses, audits and scores each one's website, then drafts a personalised outreach email for approval — send it or call the lead from the same screen.
A week of prospecting done in an afternoon.
Smart home
Vicky
A voice-first home assistant that runs entirely on local hardware: it controls the lights, heating and devices, answers questions on an integrated live map, and remembers facts and preferences between conversations. New abilities plug straight in as MCP tools and resources.
A whole home run by voice — private, local, no cloud.
Finance
Portfolio Intelligence
Syncs the live portfolio every day, reads thousands of market news stories, and writes a plain-English strength report on every holding — scoring each against its competitors and flagging early signs of movement before the market opens.
30 holdings checked against 10,000 news stories, daily.
How a project runs
From blueprint to handover
- 01
Survey
A one-hour call. We walk your workflows and find where the hours actually go.
- 02
Blueprint
A fixed-scope plan: what the tool does, what it costs, and when it lands.
- 03
Build
Weekly increments you can click and test with your own data — not slideware.
- 04
Handover
Training, documentation and the keys. You own the tool outright.
Fixed scope. Fixed price. If the blueprint call shows AI isn't the right tool for the job, we say so and shake hands.
Book the surveyStep 01 is free — it starts with a work order.
No fee, no obligation
Tell us what to build
An agent, an MCP server, an internal tool, a full application — describe the job and a real engineer reads every work order.
- 01An engineer reads your work order
- 02Free one-hour blueprint call
- 03Fixed quote — no obligation