For Regulators & NGOs
AI in medicine that no one can audit is a liability, not a tool. DeepSensi™ is auditable end to end, and it arrives with the piece your desk has been missing: an open, royalty-free certification standard, quantitative like aviation’s, mapped onto the EU AI Act. It may be exactly what you have been looking for. And it doubles as a public-health early-warning grid.
What changes
A fault-tree-derived, quantitative reliability bound. The grammar of safety-critical engineering.
Every assertion recorded, attributed, and reproducible.
The Gomola Framework maps onto EU AI Act Articles 9, 10, 14, 15, and 17. Royalty-free, vendor-neutral, adoptable today. The measuring stick you were asked to invent already exists.
GERN turns ordinary clinical notes into physician-level early warning across borders, privately. No one else has it.
The complete consilium can run on national infrastructure with no cloud dependency: inspection without exposure.
Every conclusion attributed to AI, physician, or rule, and cryptographically sealed, even against the operator.