The world is short 4.3 million doctors. Training more won't close the gap fast enough.
Certuma builds autonomous clinical infrastructure — the technology layer that lets AI handle low-complexity medical decisions, safely, at scale, with a licensed physician verifying every plan before it reaches a patient.
Our approach is different by design. Hybrid Deterministic Architecture combines LLM clinical reasoning with a hard validation layer that runs before any plan is drafted. Red flags, contraindications, scope limits, uncertainty thresholds — if something doesn't pass, it doesn't move forward. No exceptions.
Every plan is reviewed and signed by a licensed physician. Not as a rubber stamp — as a clinical gate. They see structured intake, highlighted risks, a draft with supporting evidence, and full edit capability. Every modification is logged with a reason code.
Today: fast.doctor, autonomous triage and care for low-complexity cases.
Next: clinical infrastructure inside hospital networks, clinics, and care delivery systems — wherever patients need a decision and a doctor isn't immediately available.
Not a copilot. Infrastructure.

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