The goal of Age-SenseAI is to develop an innovative sensory ecosystem in the home environment, targeting older people living in multi-resident settings and their caregivers (caregivers), for the measurement of residents' comfort and activities. Through these measurements, it is possible to identify changes in people's behaviors, Activities of Daily Living (ADLs), and risk factors, such as falls or diseases that arise due to the conditions of the environment, and consequently improve the well-being and health status of the elderly. In particular, Age-SenseAI aims to go beyond the state of the art by realizing an ecosystem suitable for living environments where multiple people live together