I will integrate openai claude or groq ai into your web app or saas

Your app needs AI, but demos break in production: leaked API keys, runaway token bills, slow or wrong answers. I build AI features that are secure, cost-controlled and deployed.

WHAT YOU GET

AI chatbot, summarizer, generator or document Q&A (RAG) inside your existing web app or SaaS

OpenAI, Claude (Anthropic) or Groq models, picked for your cost and speed needs

Secure server-side API key handling, rate limits and usage caps

Prompt design and testing against your real data

Deployment on Vercel, Railway or AWS, plus clean TypeScript/Node code

WHY ME

5.0 rating, 71 reviews, repeat clients in the UK and US

I run my own AI SaaS products (multi-tenant, with Stripe), so I know what breaks at scale

1-hour average reply

HOW IT WORKS

1. Message me what the AI should do, even roughly

2. I reply with the approach, model choice and a fixed price

3. Live preview on staging, revisions, then handover

NOT INCLUDED: model training or fine-tuning, your API usage costs (billed by the provider), or building the whole app (see my AI SaaS MVP gig).

Message me first and I'll tell you the simplest version that works.