An AI incubator, based in Norwich.
For East Anglia AI-native founders who want a technical co-founder-grade operator on the cap table from day one. Louis lives in Norwich, leads architecture across the Moonlabs group, and runs the Incubator’s East Anglia brief in person — not from a Zoom in London.
East Anglia is a serious technical region with almost no operator-led incubator inside it. Cambridge has its university programmes and spin-out support, Norwich Research Park has its life-sci lane, and most AI-native founders end up commuting to a London accelerator or working in isolation until the round is forced. The honest gap is an in-region operator who can sit across the table from a technical founder and add architecture-grade weight on day one.
Moonlabs sits in Norwich through Louis O’Connell-Bristow. Louis is a Moonlabs co-founder and the technical architecture lead across the group — the architect behind Homemove, home.co.uk and homedata.co.uk. He runs Norwich, Norfolk, Suffolk, Cambridgeshire and into Peterborough as the East Anglia catchment, in person, with James (Derby) and Phil (Nottingham) covering the regional bridge and Shivam (London) covering the round when the moment lands.
Same Moonlabs Incubator commercials, regionally delivered: 1% tech-for-equity on the company, 10% success fee on capital raised, £999 commitment fee on signing credited back at round close. Rolling intake, no cohort, no demo day. We back the small number of East Anglia founders we can do real operating work alongside.
Louis, on the ground in Norwich
A Moonlabs co-founder, lives in Norwich, leads technical architecture across the group. Brief at your office, your science-park building or anywhere walkable in the city. The face on the day of your brief is the architect on your cap table.
Architecture-grade thinking
Louis is the closest thing the East Anglia AI ecosystem has to a CTO-grade co-founder available for 1% equity. When your build touches anything load-bearing — integrations, data shape, performance, scale — the right person is in the room from day one rather than being hired in year two.
East Anglia catchment
Norwich, Great Yarmouth, Lowestoft, King’s Lynn, Ipswich, Bury St Edmunds, Newmarket, Cambridge, Peterborough — all inside a same-day on-site brief from Louis. Cambridge and Peterborough have dual coverage with Phil from Nottingham when timings call for it.
Common questions.
Louis is the technical architecture lead — what does that mean for founders?
For a pre-seed AI founder, it means the technical co-founder you would otherwise spend a year hunting for is on your cap table for 1% from day one. Louis takes the technical decisions you can’t (yet) take alone — what to build first, what stack to build it on, where the integrations should sit, how to size the auth and the data model, what to defer until series A. He doesn’t do this in a slide deck; he does it in your repo.
We’re in Ipswich / Cambridge / King’s Lynn / Peterborough — is the catchment workable?
Yes. East Anglia is a dispersed region of market towns and two larger university cities — Louis is used to that. Ipswich is around 50 minutes from Norwich, Cambridge an hour, King’s Lynn 50 minutes, Peterborough about an hour and a quarter. Each works as a same-day on-site visit. Cambridge and Peterborough are also workable for Phil from Nottingham when his diary lines up; we confirm on the first call who’s coming and when.
How is this different from Cambridge’s startup ecosystem programmes?
Cambridge has world-class spin-out and university-affiliated support (Cambridge Enterprise, the Judge Business School’s Accelerate Cambridge, Innovation Forum Cambridge, plus the science-park programmes around Babraham and Granta Park). They’re excellent at academic spin-outs with paper-to-product paths. Moonlabs sits in a different lane: AI-native founders who want operators on the cap table rather than a university affiliation, and who want the technical and commercial sides combined into one small operator team.
What if our founder is technical themselves — do we still need Louis?
Often the answer is no, and we will say so on the first call. If you already have a technical co-founder (especially one who has shipped production AI), Moonlabs may not be the right fit and a traditional accelerator’s cash + network is probably more useful. The Moonlabs Incubator is built for founders who are commercial / scientific / domain-led and need an architect-grade operator filling the technical co-founder seat — not as a second technical co-founder for teams that already have one.
Who else from Moonlabs is involved?
James (commercial & capital, Derby) for the commercial conversations and the East Midlands bridge. Phil (delivery, Nottingham) for delivery muscle and the Cambridge / Peterborough dual coverage. Shivam (Investment lead, ex Deutsche Bank, London) for the round when the moment lands. Louis is the East Anglia operator you’ll see most often; the rest of the team joins remotely or in-person as the work calls for it.
The full Incubator page
The full Moonlabs Incubator offer in one place — process, pillars, commercials, founders we work with.
About James, Louis, Phil & Shivam
The operators behind the work. £5m+ raised for their own companies, ~£10m across their broader career, AI-native since the week ChatGPT shipped.
More Academy entry points.
The Academy is one course with many doors. Each of these pages is a different entry point into the same twelve weeks.
Build the company you keep meaning to build.
Tell us about the idea and where in East Anglia you are. Louis will come back inside the week with a meeting slot — at your office or here in Norwich.
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