Evidence & Validation Pathways

Designing evaluation strategies that measure diagnostic impact and patient outcomes.

We design evaluation plans grounded in diagnostic accuracy, workflow impact, and patient-centered KPIs—not just model metrics.

This includes:

  • Defining patient-centered KPIs
  • Designing multi-site or multi-modality validation plans
  • Supporting pilot structures, outcome tracking, and error analysis
  • Advising on CE-marking and clinically meaningful evidence generation

Outcome: Evidence that resonates with clinicians, regulators, and investors.