AI Integration
AI that fits insideyour product.
We integrate the latest language models and AI capabilities directly into your existing product or infrastructure — so AI becomes a feature, not a separate tool.
What's included
Everything in the build.
LLM Feature Integration
Chat, summarisation, classification, generation — any AI feature, integrated cleanly into your product.
Model Selection & Prompting
We evaluate models, design prompts, and test outputs against your real use case — not benchmarks.
RAG & Knowledge Bases
Give your AI access to your own documents, data, and knowledge — accurate answers without hallucination.
Streaming Responses
Fast, real-time output with streaming APIs so users see results as they generate.
Cost & Rate Control
Token budgets, caching, and fallback logic so AI features run predictably at any scale.
Fine-Tuning
Where generic models fall short, we fine-tune on your data for better accuracy and voice.
How we work
Build first.
Pay after.
You only pay once you've seen what we build. No portfolio needed — the work speaks for itself.
Book a Free CallUse Case Definition
We identify exactly which part of your product will use AI and what a good output looks like.
Model & Architecture Decision
We select the right model and design the architecture — RAG, fine-tuning, function calling, or a combination.
Prompt Engineering
Systematic prompt design and testing against real data until outputs are reliable and on-brand.
Integration & Testing
We integrate into your stack, write tests against edge cases, and validate against your quality bar.
Monitoring & Iteration
We set up logging, track output quality, and iterate as the model or your data evolves.
Pricing
Simple, honest pricing.
Every AI integration is different. Scope, model choice, and complexity all affect the build. We define the work first, then give you a fixed quote.
Feature Integration
One AI feature integrated cleanly into your existing product.
AI Product Layer
A full AI layer across your product — multiple features, knowledge bases, and fine-tuning.
FAQ
Common questions.
Let's work together
Ready to make AI a real part of your product?
Tell us about your project. We respond within 24 hours.