Why we exist
The next wave of AI will not live in a data centre. It will live in your pocket, at your clinic, on your machines. Renting the biggest models on earth and paying by the thought is the wrong default: most work doesn’t need a genius, it needs something that knows the job, runs where the work happens, and won’t fail or blow the budget when a lab ships its next update. The teams leaning hardest on frontier APIs feel that bill and that dependency first. We build for them.
What we’re building
Intelligence, factored into two modules that run on hardware you own:
- A world model: a belief network that holds what’s true: what was true, when, and how.
- A reasoner: decides what to do, reasoning only over the world model, with nothing baked into its weights.
Keeping the two apart is the point. Fuse what’s-true with what-to-do in one giant model and you inherit the frontier’s reliability problem at the frontier’s price. Factored, each module stays small, runs on your hardware, and reaches frontier-class results at a fraction of the API cost — private and provable, with no surprise failures. The first modules in a platform for edge ML that runs anywhere.
Come build with us
We’re hiring. If putting intelligence on the edge is your kind of problem, come build it with us.