This work is about an innovation project that offers a solution for monitoring patients’ health with COVID-19 in home isolation. The project has been developed under the Agile approach of the Project Management Institute (PMI), also using the tool for continuous improvement DMAIC (Define, Measure, Analyze, Improve, and Control). In addition, a control panel will also be made to monitor the global quality of service (QoS) metrics; a financial analysis based on the theory of constraints (TOC) was implemented. The presented project seeks to solve the growing demand for health services triggered by the COVID-19 pandemic. We propose a monitoring system based on wireless body area networks (WBAN).