Live demo · simulated AI

Demonstration only — sample clinical text, not real patient data. No data is sent to a server.

SESSION — DEMO Back to Medical AI
Model confidence
97.4%
Rolling average (demo)
Encounters (session)
132
+1 per analysis run
Denial risk (est.)
41.2%
vs. baseline (demo)
Time to suggest
44s
End-to-end (simulated)

Clinical document

Ready

               

AI coding suggestions

Idle

Activity log

Streaming

    Inference load

    Active
    Encoder + ranker (mock) GPU: simulated