Applied AI consultancy
AI that survives contact with production
Bamptech helps organisations get past the pilot. We work alongside your team to find the opportunities worth pursuing, build the systems that deliver them, and leave you able to run them.
What we do
Three ways we work with teams
AI strategy & opportunity mapping
We audit your workflows and data, then rank the opportunities by value and feasibility — including the ones where AI is the wrong answer.
Production build
Retrieval systems, agents and internal tools built to the same standard as the rest of your software: tested, observable and handed over with documentation.
Team enablement
Workshops and pairing that leave your engineers able to extend and operate what we built, rather than dependent on us.
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.