Predictive infrastructure for early cancer detection.

Turning routine imaging into cancer screening infrastructure for health systems.

Validated across multi-site clinical cohorts
What we do

Early cancer detection from imaging that already exists

Apellai reads routine medical imaging for signals that may precede cancer diagnosis by years — embedded directly in existing clinical workflows. Over time, this becomes part of standard screening.

No new hardware. No new protocols.

Why it matters

Detection delayed is time lost

By the time cancer is found through conventional pathways, the window for earliest intervention has often closed. But indicators of future risk may already be present — encoded in imaging captured every day — but never analyzed for this purpose.

How it fits

Built for real health systems

Apellai embeds directly into institutional clinical environments. Governed locally. Ready for deployment at national scale.

No workflow change

Runs on imaging already being captured. No new equipment, no protocol changes, no disruption to clinical operations.

Earlier signal

Identifies cancer risk signals that may precede conventional detection by years. Earlier signal, earlier action.

National scale

Architected for population-level deployment from the outset. Sovereign infrastructure, governed locally. Not a pilot.