AI integration
Most AI projects disappoint because they start from the technology instead of a job that needs doing. This starts from the job — the question answered fifty times a week, the enquiries that need sorting, the first draft nobody wants to write — and builds the smallest thing that does it reliably.
A good fit when
- You answer the same questions repeatedly and want that time back
- You have documents, prices or policies an assistant could answer from
- You were sold an AI product that did not fit, and want something narrower
What is included
- An assistant that answers from your own documents, prices and policies rather than guessing
- Triage and routing for incoming enquiries, forms and email
- Drafting and summarising built into the tools your team already uses
- A model provider connected to your site or systems, with keys held server-side
- Guardrails, logging and a fallback for when the model is wrong or unavailable
What you receive
- The integration running in production, with API keys in environment variables and never in the browser
- A written note of what it does, what it costs to run per month, and where its limits are
- A record of what it answered, so wrong answers can be found and corrected
- A manual fallback, so nothing stops working when a third party goes down
How it works
Pick one job
We choose a single task with a clear before and after, and agree what "working" would mean. If AI is the wrong tool for it, you will hear that before any work starts.
Build the smallest version
The narrowest thing that does the job, tested against real examples from your business rather than invented ones.
Measure and hand over
You see where it succeeds, where it fails, what it costs each month, and how to switch it off.
Pricing
Every engagement is quoted individually after a short conversation about scope. Quotes are given in GBP and confirmed in writing before any work starts.
Related services
Have a website to build, or one that needs fixing?
Describe the problem in a couple of sentences. You will get a considered reply, not a sales sequence.