Applied ML & R&D
Bespoke AI models and agentic systems for your use case.
We are a team of ML engineers working across three streams – Building for clients, running independent research and teaching what we learn along the way.
What we do
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For clients
Custom models, built for you
From a small neural network to post‑training a foundation model or wiring up an agentic system, we train and ship models fitted to your data and your problem.
Start a project -
Open source
Independent research
We publish open‑source projects, guides and experiments on the components that make up frontier‑style AI systems.
See the work -
Learning
Educational content
Bite‑sized explainers on the toolchains, stacks and open problems in AI and how to navigate them.
Read the articles
Who we are
Our team works across the full machine learning lifecycle, from running experiments on open research questions through to shipping and operating the production system that results.
With industry experience in foundation model research, medical AI systems and generative AI applications, we turn ambitious ideas into technology people can actually rely on.
Get in touch
Looking for a partner to build your next big thing?