Technology

A governed intelligence layer for oncology.

Structured data, transparent logic, and workflows designed for the standards of enterprise healthcare.

Infrastructure

Enterprise-grade foundations, made legible.

OncoSignal runs on secure, governed infrastructure designed for high-volume healthcare data and clear accountability. Every signal has a source, owner, and reason to exist.

Under the hood, that means AWS and Azure for storage, compute, and data pipelines, and NVIDIA-accelerated computing for the modeling workloads that need it — chosen for maturity and compliance tooling, not novelty.

We treat lineage as a first-class feature, not an audit-time afterthought — any number a clinician or trial coordinator sees can be traced back to the record it came from.

  • Role-based access and audit trails
  • De-identified data workflows
  • Interoperable APIs and exports
  • Encryption in transit and at rest
Two Black data specialists monitoring AWS-hosted systems on screen

AWS infrastructure

Reliable compute for the decisions that cannot wait.

Structured network patch panel representing Azure-hosted data pipelines

Azure infrastructure

Flexible data services for teams across the ecosystem.

Close-up of an NVIDIA-class accelerated computing circuit board used for modeling

NVIDIA accelerated computing

High-performance modeling for complex oncology workloads.

Data standards

Built to the standard, not around it.

Interoperability first.

FHIR-aligned ingestion and open exports mean OncoSignal fits alongside existing EHR and registry investments rather than competing with them.

Privacy by design.

De-identification and minimum-necessary access controls are configured at setup, before any pilot data moves.

Explainable by default.

Every dashboard links back to its underlying cohort definition so a reviewer can see exactly how a number was produced.