01 / Oncology research

Substrate Oncology

Our oncology work begins with the people affected by cancer—and the responsibility that comes with building technology in this field.

A human-first approach to oncology AI.

Oncology presents questions that demand both technical care and human understanding. Substrate Oncology is a research direction exploring where AI may be useful while keeping patient dignity, privacy, and the role of qualified clinicians central.

What guides the work

  • Understanding meaningful needs through dialogue with researchers, clinicians, and patient advocates.
  • Examining the reliability, limitations, and responsible evaluation of AI in an oncology context.
  • Considering privacy, accessibility, and human oversight from the beginning.
This page describes a research direction. It does not announce a clinically validated tool, offer diagnosis or treatment, or report clinical outcomes. Please do not send patient records or medical information through the contact form.

Explore a shared question.

We welcome exploratory conversations with oncology researchers, clinicians, and mission-aligned organizations about responsible research priorities.

Collaborate with us