AI Product Lab

The part that actually changes your CV.

Reading case studies teaches you vocabulary. Building a product teaches you judgement. In the Lab you take one idea through fifteen stages until it is real enough to show.

The differentiator

Don't just learn. Build. Inside the AI Product Lab.

Every learner applies the programme to a real product, one stage at a time.

01
Problem Definition
02
Customer Research
03
Market Analysis
04
Competitive Analysis
05
Product Strategy
06
Business Model
07
PRD
08
UX Prototype
09
AI Architecture
10
MVP
11
Metrics
12
Pricing
13
GTM
14
Launch Plan
15
Executive Product Presentation
The Differentiator

The AI
Product Lab

Every student builds one complete product — end to end. Not a case study you read, a product you shipped.

Example build
Healthcare AI Copilot
Problem → Strategy → AI Architecture → MVP → Executive pitch
Full build pipeline
01
Problem
02
Customer
03
Market
04
Product Strategy
05
Business Model
06
PRD
07
AI Architecture
08
Prototype
09
MVP
10
Metrics
11
GTM Strategy
12
Executive Pitch
How the Lab runs
One product, all 16 weeks

You don't start over each module — everything compounds.

Bring your own idea

Or pick one of the capstone problems if you'd rather not.

Reviewed at every gate

A mentor and the AI coach challenge each stage before you move on.

Ends in a pitch

Ten minutes, in front of people, defending your decisions.

Capstone projects

Learn through real product challenges.

AI Healthcare Copilot

Build an AI product for clinicians and patients.

ProductProject & Delivery
AI Career Coach

Build an AI-native career platform.

ProductEntrepreneurship
FinTech Personal Finance

Improve financial health and retention.

ProductEntrepreneurship
SaaS Productivity Platform

Build a collaboration and productivity product.

ProductEntrepreneurship
AI Education Platform

Personalised learning with an AI tutor.

ProductEntrepreneurship
Food Delivery 2.0

Retention, unit economics and growth.

ProductEntrepreneurship
Digital Mental Wellness

Design a safe, engaging consumer product.

ProductEntrepreneurship
Climate & Sustainability Product

Turn behaviour into measurable outcomes.

ProductProject & DeliveryEntrepreneurship
B2B AI Knowledge Platform

Search, RAG and enterprise workflow.

ProductProject & Delivery
Build Your Own Startup

A full zero-to-one product journey.

ProductProject & DeliveryEntrepreneurship

Or bring your own problem — most people do, and the programme is built for it.

What you graduate with

Not a certificate. Evidence of capability.

01
Product Strategy
02
Market & Competitive Analysis
03
Customer Discovery
04
Business Model
05
PRD
06
UX Prototype
07
AI Architecture
08
Working MVP
09
Product Analytics
10
Pricing Strategy
11
GTM Plan
12
Launch Strategy
13
Executive Business Case
One product.
One complete story.