For research labs
Somewhere a model can
be wrong safely.
Clinical judgement is a sequence of decisions made under uncertainty with costs attached, not a question-answering problem. We turn real patient trajectories into worlds where those decisions can be practised and scored.
How it works
We build them around the behaviour you are chasing.
Name the clinical behaviour your model cannot yet do. If there is a real task underneath it with an outcome we can anchor to, we design it, staff it with specialists and attack it before it ships: an agent that can score without treating the patient means the task gets rewritten.
TriageDifferential diagnosisImaging interpretationLongitudinal managementMedication safetyDocumentation and coding
Anatomy
What every environment has in it.
A real trajectory underneath
A de-identified patient record cut at the moment of presentation, not a vignette someone wrote.
The actions a clinician has
Order a test, ask the patient, read the prior, escalate, discharge, write the note. Investigations cost money and time, and reward says so.
A verifier a clinician wrote
A specialist rubric where the answer is judgement, and the recorded outcome wherever the world eventually settled it.
Begin