Build Your
AI/ML Tools MVP.
In Leeds.
Why Leeds is the
Perfect Launchpad
Leeds has emerged as a major fintech and healthtech hub, benefiting from its financial services heritage and NHS connections. The city offers London-quality talent at significantly lower costs.
Thriving Ecosystem
Yorkshire value, national ambition
- Leeds' financial services background means fintech expertise
- Strong NHS and health system connections
- Exceptional value compared to London alternatives
- Growing startup scene with supportive community
Why AI/ML Tools MVPs Fail
And How To Avoid It
We've seen dozens of founders in ai/ml tools make these mistakes.
Training custom models
Building ML infrastructure instead of applications.
Our SolutionOpenAI, Anthropic, and others have better models than you'll train. Build the application layer on top of their APIs.
AI-for-AI's-sake
Adding AI because it's trendy, not because it solves a problem.
Our SolutionAI is a tool, not a feature. What workflow does it improve? If you can't answer that, don't add AI.
Ignoring the interface
Focusing on prompts and models while the UI is an afterthought.
Our SolutionChatGPT won because of the interface, not the model. Your AI's value is in how humans interact with it.
What Your MVP Actually Needs
Don't waste budget on features you don't need yet. Focus on validation.
Must Haves
- Clear use case and workflow
- LLM integration (OpenAI/Anthropic API)
- User interface for input/output
- History and saved outputs
- Basic usage tracking
Wait For Later
- Custom model training
- Complex prompt chains
- Multi-model comparisons
- Enterprise AI governance
Built to Scale.
Not Just a Demo.
We use the same stack as billion-dollar startups. Next.js + Supabase + OpenAI/Anthropic APIs. Vercel AI SDK for streaming. Focus on the workflow, not the model.
'ai-tools',
'leeds'
);
Core Features We Build
Ready to Displace the
Incumbents?
Join 18 other founders starting this month. Fixed price, guaranteed delivery, 100% ownership.
Only 2 spots left for Leeds founders this month