Question

A healthcare startup deploys a Claude-powered assistant that reviews patient-submitted symptom descriptions and suggests possible next steps. The product team wants to move fast and let the assistant automatically escalate or dismiss cases without clinician review to reduce staffing costs. What is the most responsible deployment approach for this high-stakes use case?

Accepted Answer

Require a qualified clinician to review and approve the assistant's recommendations before any triage decision reaches the patient

Answer

Allow the assistant to act autonomously but lower the temperature to 0 so its outputs are deterministic and therefore safe

Answer

Let the assistant auto-dismiss only the cases it labels as low-confidence, since those are least likely to be serious

Answer

Deploy fully autonomously first, then add human review only if patients file complaints