Why healthcare needs a clinical safety framework for voice AI

Voice AI is moving into direct patient contact faster than most organizations have governance for. Virtual agents are triaging symptoms, managing post-discharge follow-up, and coordinating care across specialties, often without a clinician reviewing the interaction before it happens. That’s a different risk profile than a flawed AI suggestion sitting in an EHR waiting for a…