Open-Source & Sovereign Data
Research draws on biomedical benchmarks and governed clinical collaborations.
A planned platform for specialist models and clinician review. AI access is not available yet.

Planned integrations for hospital systems and clinical software.
Research draws on biomedical benchmarks and governed clinical collaborations.
Planned outputs include structured findings, confidence indicators, and attention maps.
Clinical data controls and retention terms will be agreed before integration.
A proposed workflow for future AI integration, subject to task-specific validation.