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AI Startup App Development in Edinburgh

Fixed-price ai startup MVPs for Edinburgh founders. Build AI-powered products — chatbots, automation tools, content generators — that actually ship and work in production. — shipped in 21 days.

AI Startup in Edinburgh — what we know

Edinburgh is Scotland's tech hub — home to a thriving fintech scene (due to its strong banking history), world-class AI research from Edinburgh University, and a growing creative tech industry. The city's startup ecosystem is tight-knit and highly collaborative.

Build AI-powered products — chatbots, automation tools, content generators — that actually ship and work in production.

What we build for ai startup startups

GPT-4 / Claude / Gemini integration

Streaming AI responses (SSE)

RAG (retrieval augmented generation) with vector DB

Custom AI agents & multi-step workflows

Image & video generation (DALL-E, Stable Diffusion)

Speech-to-text & text-to-speech

AI cost monitoring & optimization

User feedback & prompt evaluation system

Common challenges in ai startup

AI demos are easy. AI products are hard.

Getting a GPT-4 demo working takes an afternoon. Building reliable, cost-efficient, production-grade AI with rate limiting, fallbacks, and evals takes experience. We've done it.

LLM costs can kill your unit economics

OpenAI tokens add up fast. We optimize prompts, implement caching, route to cheaper models for simple tasks, and monitor cost per user from day one.

AI UX is its own discipline

Streaming responses, confidence displays, hallucination handling, and user trust — AI UX requires specific patterns that general UX designers miss.

21 days

Delivery

from $3,460

Starting price

GMT (UTC+0)

Timezone

Related resources

Ship your ai startup MVP in Edinburgh

Fixed price. 21-day delivery. You own every line of code.

Book a free 30-min scoping call →