Three days. Ten people. London.

You walk in confused.
You leave able to build anything.

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Built · in 3 days Custom lead-management dashboard built by a cohort participant
Lead-management dashboard
Sales pipeline · Inquiry triage · Status board
Demystified ChatGPT, Claude, Higgsfield and Gemini
Foundation tools
Perplexity · Midjourney · ElevenLabs
Built · in 3 days Service-booking app with payments built by a cohort participant
Booking app with Stripe
Class reservation · Appointment scheduler · Treatment booking
Built · in 3 days Custom quote calculator built by a cohort participant
Quote calculator
Project estimator · Pricing configurator · Job costing
Demystified Lovable, Bolt and Replit
AI app builders
Base44 · v0 · Bubble
Built · in 3 days Custom internal CRM dashboard built by a cohort participant
Internal CRM dashboard
Deal pipeline · Customer database · Kanban deals
Demystified n8n, Make and Zapier
Workflow automation
Pipedream · Activepieces · Workato
Built · in 3 days Email-triage agent built by a cohort participant
Email-triage agent
Inbox sorter · Reply drafter · Inquiry router
Demystified Lindy, Cursor and MCP
Agents & MCP
Claude Code · Replit Agent · Glide
Built · in 3 days Invoice generator built by a cohort participant
Invoice generator
Recurring biller · Payment tracker · Expense log
The thesis

You're not behind.
The field is just incoherent.

A note from the founder

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.

Built · in 3 days Lead-management dashboard built by a cohort participant
Lead-management dashboard
Sales pipeline · Inquiry triage · Status board
Demystified ChatGPT, Claude, Higgsfield and Gemini
Foundation tools
Perplexity · Midjourney · ElevenLabs
Built · in 3 days Service-booking app with payments
Booking app with Stripe
Class reservation · Appointment scheduler
Demystified AI app builders
AI app builders
Lovable · Bolt · v0 · Replit
Built · in 3 days Quote calculator built by a cohort participant
Quote calculator
Pricing logic · Margin guardrails · PDF output
Demystified Workflow automation tools
Workflow automation
n8n · Make · Zapier
Built · in 3 days Lightweight CRM built by a cohort participant
Lightweight CRM
Contacts · Deals · Notes · Reminders
Demystified Agents and MCP
Agents & MCP
Goal · Plan · Tool-call · Adapt
Built · in 3 days Auto-replying inbox built by a cohort participant
Auto-replying inbox
Triage · Draft · Send · Log
Built · in 3 days Invoicing tool built by a cohort participant
Invoicing tool
Line items · VAT · Send via email
Hands at work on a MacBook in warm tungsten light
What you actually leave with

Not a quiz. Not a certificate.
A foothold — and the freedom to build whatever you want.

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

  • A clear mental model of how AI tools fit together
  • Your own working setup — tools, accounts, plumbing
  • Something tangible you built, deployed, on the internet
  • The four-layer framework that survives every model change
  • The confidence to keep building anything — for your business, for your family, for yourself

"We don't teach you what AI is. We give you the foothold — and you build forever after."

Three days

Demystified on day one.
Building by lunchtime.

01

Day one

Demystified.

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.

02

Day two

Build something real.

Bring a problem from your life or your business. Wire the tools together. By evening it's running — live, on your own data.

03

Day three

Polish. Own. Keep going.

Auth, payments, the agent layer, the deeper plumbing. The leverage to keep building solo on Monday morning — and every Monday after.

The four layers

Tool names rotate every eighteen months. The four layers don't.

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.

01 Foundation

Prompt frameworks

CO-STAR, RTF, RAI. How to ask AI for what you actually want, every time.

02 The build layer

AI app builders

Idea to live URL in an afternoon. No developer required, no command line, no GitHub.

03 The run-itself layer

Workflow automation

The hours-a-week task that runs itself once you wire it. Build it once, runs forever.

04 The next twelve months

Agents and MCP

Goal → plan → tool-call → adapt. Software that thinks for itself.

Drag · swipe · arrow keys · auto-advances every 3.5s

Who it's for

You run a business.
Or you don't.

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.
Mayfair boardroom set for a cohort — laptops in a row, whiteboard with the AI teaching workflow, London skyline through tall sash windows
The room

A room set for ten.

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.

LocationCentral London
CapacityTen seats
Hours9am to 5pm sharp
IncludedLunch, coffee, alumni access
Our standard

We only provide you with the
best people for the job.

Words from past students

What people built.
What they had to say about it.

“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.”
Louis Tipler London Drone Surveys
“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.”
Frankie Rayner OD Restorations

Curious?
Email the office.

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.