Applied AI consultancy
AI that survives contact with production
Bampfylde Technologies builds the systems mid-sized businesses and manufacturers run on — the operational record, and the automation that acts on it. We find the opportunities worth pursuing, build them, and leave you able to run them.
What we do
Three ways we work with teams
AI systems and automation
Agents and retrieval systems that act inside the tools you already run — tested, observable, and shipped with a way to switch them off.
ERP and CRM, fitted to you
Off-the-shelf ERP asks you to work its way. We shape open-source foundations you own around the process your business is actually good at.
Strategy and enablement
We rank the opportunities by value and feasibility — including the ones where software is the wrong answer — then leave your team able to run what we built.
Insights
Notes from the work
5 August 2026
Choosing between RAG and fine-tuning
A practical decision guide: what each approach actually fixes, what it costs to run, and where teams pick wrong.
14 July 2026
Why most AI pilots never reach production
The gap between a convincing demo and a system your business can rely on is mostly engineering, not modelling.
Have a problem worth solving with AI?
Tell us what you are trying to achieve. We will tell you honestly whether AI is the right tool, and what it would take.