PredMe — Building the Causal Inference Machine

Our vision is to transform how knowledge travels: from language that summarizes, to structure that connects, embedding discovery into every decision.

PredMe is building the Causal Inference Machine — a universal prediction model that consumes scientific papers and datasets, and predicts outcomes. Not next words. Causation.

We help practitioners and scientists prevent unhealthy conditions before they manifest, embedding rigorous science into the way they already work. Biomedicine is where we start. The machine extends to every domain where causation matters — insurance, finance, marketing, policy.

Our first product, Hypathesis, extracts structured causal relationships from research papers using a patented method. Peer-reviewed at IEEE EMBC 2026.

Explore Hypathesis | Research prototypes