Aim: The aim of this study is to develop a Smarthealth system of monitoring, modelling, and interactive recommendation solutions (for caregivers) for in‐home dementia patient care that focuses on caregiver–patient relationships. Design: This descriptive study employs a single‐group, non‐randomized trial to examine functionality, effectiveness, feasibility, and acceptability of the novel Smarthealth system.