You walk in confused.
You leave able to build anything.
Three hundred AI tools. Ten new acronyms a week. Every guide assumes you already know what an API is.
You've opened ChatGPT, Claude, and three other tabs. You don't know which is for what. You've heard vibecoding, MCP, agents, and you can't tell which of them matter to you and which are noise. You're not stupid. The field is genuinely confusing right now.
We strip it back.
Three days. The setup, the mental model, the tools.
You don't leave with one tool we taught you to copy. You leave with the foothold — the working setup, the way of thinking, and the four layers everything sits on. From there you build anything: a CRM for your firm, a quote calculator that saves you a day a week, a homework tutor for your kid, a revision app for your nephew's GCSEs, a meal planner for the family, an automated inbox that runs while you sleep.
Demystified by lunchtime.
By the time you walk out, you understand the field. You have the tools set up. You've used each of them. You've shipped something real around a problem you actually have.
By the end of the three days you'll have
"We don't teach you what AI is. We give you the foothold — and you build forever after."
Day one
The mental model, the tools, how they actually fit together. By lunchtime you understand the field. By afternoon you've used the tools and shipped your first small thing.
Day two
Bring a problem from your life or your business. Wire the tools together. By evening it's running — live, on your own data.
Day three
Auth, payments, the agent layer, the deeper plumbing. The leverage to keep building solo on Monday morning — and every Monday after.
Once you understand these, every new AI tool is just a variation. Drag a card, swipe, or let it cycle — each is a layer we'll demystify with you in the room.
CO-STAR, RTF, RAI. How to ask AI for what you actually want, every time.
Idea to live URL in an afternoon. No developer required, no command line, no GitHub.
The hours-a-week task that runs itself once you wire it. Build it once, runs forever.
Goal → plan → tool-call → adapt. Software that thinks for itself.
Drag · swipe · arrow keys · auto-advances every 3.5s
Maybe you run a small firm and you're certain there's a tool inside it that an AI could be doing for you, but every guide you read assumes you can already code.
Maybe you don't run anything. You've just got a 9-year-old who'd learn faster from a tutor that knows what they like, or an elderly relative who'd thrive with an app that's actually built for them.
Either way — you can see what AI could do, you just can't get a foothold. We give you that.
If that's you, this is built for you.
Central London, walking distance from a tube station. Past cohorts have been hosted at film studios in Brixton, period townhouses in Fitzrovia, and a private members' club in the West End. Whichever venue, the format doesn't change — ten people, three days, one long table.
“I built my own video-processing tool in three days. It lives on my laptop, takes raw drone footage, and turns it into the cuts we need in minutes. Staff used to spend half a week on that. Now they don’t.”
“Three days at White Ace and we had a system that runs half our process automatically. The team are back on the restoration work itself, not chasing it. We’ve taken on more without adding staff.”
We run cohorts in London every few weeks. Tell us roughly what you’d like to leave with — we’ll match you with the cohort that fits.
One reply from a real person. Usually within a working day.