Accuracy & oversight
Designed for transparent reasoning, not invisible automation.
Every recommendation should be traceable back to a specific policy requirement and a specific piece of documented evidence — never a black box.
Demonstrations use synthetic or de-identified sample data only.
Operating principles
- Exact indication routing
- Review-type consistency
- Full criteria coverage
- No silent pathway substitution
- Criterion-level evidence mapping
- Explicit handling of missing and conflicting information
- Pharmacist final review
- Versioned engine testing
- Synthetic regression cases during development
What happens when the system is uncertain?
It should escalate the case for pharmacist verification rather than fabricate evidence or silently select another policy pathway.
METHUVIA AI is under active development. Current demonstrations are intended for evaluation using synthetic or appropriately de-identified data.