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.

One patient · disease over time
Illustrative
Today
Disease ↑
Measured
Visible on standard follow-up
If nothing
changes
changes
If care
moves first
moves first
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.