Practical machine learning, built to ship.
We help organisations turn data into working systems, from first prototype to production. A small senior team, no slideware.
What we do
Machine learning engineering
Custom models for forecasting, classification and optimisation: trained, evaluated and deployed.
02LLM applications
Retrieval-augmented generation, agents and document workflows grounded in your own data.
03Data platforms
Pipelines, integrations and backends that make your data reliable and usable.
04Advisory
Short, focused engagements: feasibility studies, technical due diligence and ML strategy.
We build our own products too
Running our own products keeps us honest about what it takes to keep ML systems working in production.
How we work
Understand
We start with the problem and the data you already have, not with the model.
Prototype
A working proof of value within weeks, measured against clear success criteria.
Ship
Production-grade code, tested and monitored, running on your infrastructure.
Hand over
Documentation and knowledge transfer, so your team owns the result.
A small team of engineers and researchers.
Kamin AI is an independent consultancy based in Sweden. We combine research backgrounds in machine learning with years of shipping software, and we work directly with the people who will use what we build.
Have a problem worth solving?
Tell us about it – we’d like to hear from you.
contact@kamin.ai