A specialised UK team, building calibrated AI agents for work where the standard matters.
We are an AI productivity studio based in Luton. We build purpose-built agents calibrated for one domain at a time, and deliver them through pilots, partnerships and direct engagements with businesses and institutions alike. Hosted on UK soil, and built to meet the most demanding procurement.
OUR MISSION
AI that learns your standard, not someone else's.
Generic AI gives generic answers. We build agents that calibrate to your expert judgement: the mark scheme, the rate card, the brand voice, the compliance checklist. The more your experts correct, the closer the agent gets to how you work. That is the whole discipline.
WHAT WE VALUE
01
Calibration over cleverness
We ship calibration loops with every product: dashboard, deltas, convergence. The work has to meet your standard, not impress in a demo.
02
Domain depth over breadth
One agent for one domain. No all-purpose chatbot, no magic assistant. Focused products, each calibrated for the people who do that work.
03
UK-hosted, procurement-ready
Azure OpenAI UK South. ICO-registered. DPIA-ready. Tested with demanding partners across education and business. Research-grade, procurement-ready, never a black box.
WHERE WE ARE TODAY
7
agents in flight
2024
founded
UK
university pilots running
Luton
where we build
TWO WAYS TO WORK WITH US
Deploy a live agent
Pick one off the shelf.
The Marking Agent is in pilot with UK university partners. Phone, Writing Analysis, Knowledge and Quotations are in beta or pre-launch. Happy to talk about pilots.
