Problem-led
Each prototype begins with a practical human problem worth understanding.
Investor portfolio · Applied AI
Stephen Fahey’s R&D Lab
Practical AI products designed to improve learning, careers and business opportunity.
The lab transforms independent research and real human problems into working AI prototypes. Products are developed through human judgement, responsible experimentation and continuous user testing.
Live R&D Prototype
BusinessFit
BusinessFit helps people explore realistic business opportunities based on their career experience, personal circumstances and preferred way of working. Users upload a PDF CV, complete a structured 30-question assessment and receive five personalised business recommendations with bespoke startup plans.
Open BusinessFit Prototype
Question 18 of 30
60% complete
Your preferred way of working
How much structure would you like in your working week?
What the prototype delivers
- PDF CV analysis
- 30-question business-fit assessment
- Five ranked business recommendations
- Bespoke business plans
- Suggested customers, offers and pricing
- Startup risks and first actions
- Personalised 30-day launch plans
- Current UK market research
Development approach
Fast experiments. Responsible decisions.
Human-led
AI supports exploration; human judgement shapes the purpose, safeguards and final direction.
Test and learn
Products remain open to evidence, feedback and refinement before any commercial positioning.
Investment and collaboration