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Moonlabs Academy · for UK charities and non-profits

AI for the third sector, by builders.

Moonlabs is the operator-led AI Academy in Derby. We run three live companies — Homemove, home.co.uk and homedata.co.uk — and we teach twelve students per cohort to ship a real AI product, sell it to a real customer, and raise on it. Three pillars: Coding, Commercials, Investment. Twelve weeks. £6,000 — reduced-rate places considered for charities case by case.

Moonlabs is what we are. Two operators — James Freestone and Louis O’Connell-Bristow — who run Homemove, home.co.uk and homedata.co.uk. We work with regulated data every day — the patterns for defensible AI deployment under Charity Commission, ICO and trustee scrutiny are the same ones we use ourselves.

The Academy is what we do. A twelve-week, in-person, twelve-student cohort in Derby. You build a real AI product. You sign a paid pilot on it. You write a deck and a financial model. You leave with a deployed system, a paying customer reference and a live investor pipeline — or, for charity applicants, the same artefacts pointed at a programmatic brief or a social-enterprise spin-out. Coding, Commercials, Investment — the three pillars taught in equal weight every week.

Why this page exists. Charities and non-profits sit in a strange place with AI — every funder wants to talk about it, almost no organisation has the in-house engineering depth to ship it, and the vendor pitches are loud. The case workers, fundraisers and programme staff doing the actual work have no easy way to evaluate any of it. You return as the charity professional who can ship the AI — or as the founder of a social-enterprise tool your sector needed someone to build properly.

Coding · the third-sector AI stack, built defensibly

Case-management agents, fundraising research over donor pools, impact-reporting drafting, retrieval over policy and casework. Evals, audit trails and on-prem-capable deployment from week one because charity AI work has to satisfy trustees, the Charity Commission, the ICO and funders. A deployed third-sector AI tool by week twelve.

Commercials · funder economics + reduced-rate seats

A grant-funded innovation seat. A restricted-fund pilot that lasts a year. The case to your trustees that one seat funds ten internal users. Reduced-rate places considered case by case for small charities — money should not be the last barrier for this sector. A paid pilot or a funded internal deployment by week six.

Investment · social-enterprise and impact-AI routes

Be My Eyes, Tortus Health (Brent Hoberman), Plentific, Tribepad, Beam (raised on solving homelessness), Faculty AI (NHS work) — UK social-impact AI is a live thesis on Bethnal Green Ventures, Big Issue Invest, social-investment funds and ESG-tilted angels. Cap table, ten-slide deck, financial model. A live investor or funder pipeline by demo day.

FAQ

Common questions.

Can my charity actually fund this?

Sometimes — via L&D budgets, restricted innovation grants, foundation funding, or our own reduced-rate places. Talk to us early about your specific organisation; we are happy to help shape the funding case to your trustees.

I run a small charity (under £1m turnover). Is the Academy realistic?

Often yes — reduced-rate places exist for exactly this case. The Academy works particularly well when one person from the sector returns with shipped AI tooling that benefits the whole organisation; the cost-per-seat ratio is usually defensible to your board.

Will the work be defensible to the Charity Commission and ICO?

We teach it that way. Evals, audit trails, on-prem-capable deployment where the data sensitivity demands it, and the procurement scepticism to read a vendor pitch with operator-grade rigour. The patterns that hold up under regulator and funder review.

Can multiple staff from the same charity attend together?

Yes. Several non-profits have sent two staff to the same cohort. Group discounts available; talk to us early.

I am a social entrepreneur, not a traditional charity. Same fit?

Yes — social enterprises and B-Corps are a strong fit. The mechanics of the programme are the same; the funding routes differ (social-investment finance, foundation grants, your own commercial revenue).

Other ways in

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 it. Sell it. Raise on it. In twelve weeks.

Tell us what your organisation does and what AI tool you would build for it. James and Louis read every application personally and reply inside the week — reduced-rate seats considered honestly.