It starts with collecting relevant data to provide data driven care
Easy-to-install sensors kit, on its own, self-learns the behavior patterns of elderly living alone in about 2 weeks. There is no need for a caregiver to do any kind of pre-programming or constant monitoring. A sensible, priority-based notification system lets information flow only as needed. Too much would cause a caregiver to suffer from 'alarm fatigue'.