AI Integration
Intelligence added to what you already have, not a new platform
The problem
What's included
Vector search layered onto your existing catalog, docs or knowledge base.
Tickets, leads and content automatically tagged and routed by intent.
Long documents, threads and reviews condensed or drafted on demand.
AI answers grounded in your own data, with sources — not the model's guesswork.
Most businesses don't need a new AI product — they need the one they already run to do one thing smarter: search that understands intent, support tickets that triage themselves, documents that summarize on the way in. We integrate large language models into your existing stack through the same APIs and databases you already use.
We scope by outcome, not by technology: what should get faster, cheaper or more accurate, and by how much, before we write a line of integration code.
How it works
The one metric — time, cost, accuracy — this integration should move.
Data source, retrieval, model choice and fallback behaviour.
Shipped into your existing product via API, not a parallel platform.
Prompts, retrieval and cost tuned against how it's actually used.
FAQ
Common questions about our ai integration services work.
Tell us what's slow or manual today. We'll tell you if AI actually fixes it.