Launching in Edinburgh

Build Your
AI/ML Tools MVP.
In Edinburgh.

Stop looking for co-founders or expensive agencies in Edinburgh. We build fully functional AI Tools MVPs in 30 days. Fixed price £4,999. Own your code.

Start Your Sprint
Founder
Founder
Founder
Trusted by
Edinburgh Founders
STRIPE
Vercel
NEXT.JS
SUPABASE
Validated in Edinburgh
Project
AI/ML Tools MVP
Clear use case and workflow
LLM integration (OpenAI/Anthropic API)
User interface for input/output
Timeline
30 Days
Cost
£4,999

Why Edinburgh is the
Perfect Launchpad

Edinburgh punches above its weight in tech, with world-class universities driving deep tech and AI innovation. The city has a mature fintech sector and growing healthtech presence.

Thriving Ecosystem

Skyscanner (origin)FanDuelAdministrateCurrent HealthZumo

World-class tech, Scottish pragmatism

  • Edinburgh produces more AI talent per capita than almost anywhere
  • We understand the Scottish startup ecosystem and funding landscape
  • Strong university connections for future hiring and research
  • Growing investor community focused on deep tech

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.

Scope Management

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
Tech Stack

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.

Frontend
Next.js 14
Language
TypeScript
Database
Supabase
Payments
Stripe
const mvp = await ship(
  'ai-tools',
  'edinburgh'
);

Core Features We Build

Task-specific AI interface
Document/content processing
Output history
Team workspaces
Usage dashboards
Limited Availability in Edinburgh

Ready to Displace the
Incumbents?

Join 18 other founders starting this month. Fixed price, guaranteed delivery, 100% ownership.

£4,999
One-time
30 Days
Delivery
100%
Ownership
Start Your Project Now

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