In senior living, resident safety is the spec
Every other vertical optimizes a robot for throughput; senior living optimizes it for calm. The unit shares space with residents who may use mobility aids, who startle easily, and who move in ways a warehouse robot’s navigation was never tuned for. So the deciding requirements are quiet operation, slow and predictable motion, a wide berth around people, and reliable detection that yields rather than negotiates. A robot that is fast and efficient but unsettling in a resident corridor is the wrong robot, no matter how good its delivery numbers look.
This is why the deployment matters more here than almost anywhere. Speed and stop zones tuned to a community, not a loading dock; routes that avoid the most congested resident areas at the busiest times; staff trained on how the unit behaves; and a clear local owner for loading and charging. We treat resident safety as the spec for the install - and we will tell a community honestly when a space or a workflow is not ready for an autonomous unit.
