AI for care,
Clinical tools demand structure, auditability, and restraint. Build products where the human signs off and the AI stays in its lane.
Human-in-the-loop by design
Build workflows where nothing files unsigned: the AI drafts, the clinician reviews, edits, and owns the record.
Structured output
Templates like SOAP, DAP, and BIRP are specs the agents build against, so output adheres to the format your field expects.
Your data path
BYOK support keeps model traffic on your own provider agreement, which matters when compliance asks where the data goes.
From workflow to product
Describe the clinical workflow once and the pipeline researches, specs, and builds the product around it.
Shipped on ProductOS
Lumen Notes turns session audio or shorthand into a structured SOAP draft the clinician edits and signs. Nothing files unsigned and the model never diagnoses. It shipped as a launchable product on ProductOS.
Read the case studyIdea → Research → PRD → Design → Production code
Whatever your role, ProductOS runs the same five-agent pipeline, with zero context loss between stages, so an idea becomes a real, shipped product.
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