IONIS project offers a personalization solution developed by exploiting location based services, sleep quality monitoring, creating mobility patterns from indoor and outdoor trajectories in order to perform wandering detection, communication services by offering continuous support at home (indoor area) and outside (outdoor area) for dedicated to persons suffering from mild cognitive impairment or incipient dementia and to their caregivers.