As Taiwan officially enters a super-aged society, the rising number of elderly citizens living independently creates growing challenges for family caregiving. Geographies, career demands, and busy schedules often prevent family members from tracking subtle daily changes in sleep, nutrition, mood, or medication compliance, elevating long-term health risks.