Healthcare AI Rules Are Landing Away From The Bedside

The institutional pattern is clear: administrative AI can be boxed into standards faster than clinical AI can be trusted at the bedside. Utilization review gives regulators named actors, review processes, and records to inspect . AI Front Door and Nurse Co-Pilot products move through a different doorway, one where patient expectations, nurse judgment, and hospital liability collide before any clean rulebook catches them . The result is a governance order that protects process before it protects contact.