About
BlueberryML.
A London company that builds and licenses manifolds: learned geometries of human domains that AI systems reason over.
The company
What we build.
BlueberryML Ltd is registered in England and Wales and based in London. We build manifolds, the fast decision layers that read them, and the harness that pairs them with language models. We own the manifolds and the code. Partners license them for their markets and their products.
Learning is our first domain and our proof at scale. Where we're heading is the personality substrate: characters that grow, feel and remember, because they live in a geometry instead of reading notes about themselves. Later-life companions are its first application. The method carries to any domain with structure worth learning.
What we're not
The layer underneath.
We're not an ed-tech company, a curriculum provider or a school platform. Those words describe what our deployments do. We're the layer underneath.
How we work
Structure first.
Language on top. The geometry gives AI something true to reason from.
Honest measurement.
When we haven’t measured something, we say nothing.
Sovereign by design.
We help customers train and run manifolds on their own infrastructure. We never touch the data.
Say what’s live.
Every page on this site says what’s in production, what’s in development and what’s a pilot.
The founder
David Roberts.
David founded Badanamu (also known as KidsLoop), a children's brand that reached more than forty billion content views in over a hundred countries. Before that he spent a decade in finance at ABN AMRO Asia. At BlueberryML he works on the geometry underneath: how people learn, how they feel, and how they change.