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We're building world models for precision oncology.

AI that learns how each patient's cancer will change, so care can move ahead of the disease instead of behind it.

Backed by Entrepreneur FirstMember ofNVIDIA Inception Program

One patient · disease over time Illustrative
What has been measured Expected course if nothing changes Expected course if care moves first How sure the model is

A schematic of the idea, not a result.

For clinicians

A view of where each patient's disease is heading, not only where it is today.

For drug developers

The right patients, at the right moment in their disease, for the therapies that need them.

For data partners

Models designed to go to the data, so records can stay where they live.

Cancer is a moving target. Every decision in oncology is a bet on what it does next. We're building the models that make that bet with foresight.

Research

OncoTraj: why single-snapshot models hit a ceiling arXiv:2606.11144 Change-point detection for serial liquid biopsy arXiv:2606.11876

We're looking for the clinicians and researchers who want to build it with us.

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