A UK AI accelerator alternative, built by operators.
For AI-native UK founders shopping for an accelerator and not sure that’s actually the shape they need. We’re not Techstars, Antler or Entrepreneur First — we’re a smaller, operator-led incubator that builds the product alongside you and takes equity for the technology, not for cash.
Most UK AI accelerators run a cohort model copied from Y Combinator. ~£100,000 cheque, 6–8% equity, three to six months, a demo day at the end. Techstars, Antler, Entrepreneur First, Conception X, ZINC and the VC-backed programmes all wear different colours of the same template — capital for equity, mentors on rotation, batch graduation. It’s a perfectly good shape if you’re a founder who needs cash, a network you don’t have, and a stage-gated calendar to push you forward.
Moonlabs is a different shape. We don’t write you a £100k cheque — we put operators on your cap table for the technology itself. 1% for the build (Laravel + Tailwind, real Postgres, real auth, on the same stack we use for Homemove, home.co.uk and homedata.co.uk), 10% success fee on capital raised at first institutional round, £999 commitment on signing credited back at round close. No cohort calendar, no demo day, no batch.
If you need £100k of cash and an investor day, an accelerator is the right buy. If you need a senior engineering partner to build the product while you find the customer, and a funding lead to run warm introductions when the round is real, we’re the better fit. We tell you on the first call which way you should go.
Builders on the cap table
A traditional accelerator gives you a mentor for an hour a week. We give you a four-person operator team (James, Louis, Phil, Shivam) actually shipping code alongside you for 1% equity. We do not invest cash; we invest engineering and operating time.
1% + £999 + 10% on capital
Compare to the accelerator standard of 6–8% for ~£100k cash. We do not give cash — we give the build. The 10% success fee on capital raised at first institutional round is what aligns us with the company actually getting funded, not with batch graduation.
Rolling, not cohort
No 12-week sprint, no demo day, no “we open applications in March.” We work one-on-one with founders we can do real operating work alongside, on the founder’s timeline. If we are at capacity we tell you on the first call and suggest when to come back.
Common questions.
How is this different from Techstars / Antler / Entrepreneur First / Conception X?
The headline difference is what we give and what we take. A traditional accelerator gives you cash (~£100k) and a network in exchange for cash-equity (~6–8%). We give you a built product and operator time in exchange for technology-equity (1%) plus a success fee on capital you raise later (10%). We are not better than Techstars for every founder — we are better for AI-native founders whose bottleneck is engineering and operating capacity, not cash.
Why don’t you offer the £100k cheque too?
Because we are operators, not allocators. The £100k that traditional accelerators write comes out of a fund with a 10-year clock, an LP base and a portfolio model. We do not run a fund — we run operating companies (Homemove, home.co.uk, homedata.co.uk). The honest thing for us to give you is the time and engineering that fund managers cannot. When you need £100k of cash, we point you at the funds and Shivam runs warm introductions.
What if I want both — your support AND traditional accelerator capital?
That works and we have seen it work. You can be a Moonlabs portfolio company and apply to a traditional accelerator later, or before. Our 1% position is normal equity with normal vesting; it doesn’t block an accelerator round. Most accelerators are also happy to invest into companies with a small early operating partner on the cap table — we’ve shaped the position deliberately so it doesn’t conflict.
Should I apply to an accelerator or to Moonlabs?
Apply to an accelerator if your bottleneck is capital and network, you want a cohort experience, and you have engineering already lined up. Apply to Moonlabs if your bottleneck is engineering and operating support, you don’t need £100k tomorrow, and you want operators rather than allocators on the cap table. We say so on the first call if we think the other route is the right one for you.
What stage do you take founders at?
Pre-seed and seed. AI-native ideas with an operating-business shape — B2B SaaS, AI services, vertical AI, data products. We focus on founders who would otherwise spend a year hunting for a technical co-founder while the market window closes; we are the team that fills that gap.
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 you are with it. We’ll come back inside the week with a candid view on whether we, or a traditional accelerator, are the better fit.
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