intelligent Connected Assistive Living Solution (iCAL) is an evolution of the Smart Home and Internet of Medical Things (IoMT) concept, that will permit the individuals in need of carers to live longer independently. This solution enables them to remain within their homes and live in a safer, controlled environment instead of being relocated to a care home facility. This level of independence is achieved through the combined use of Smart devices, Artificial Intelligence (AI) and sensors. The data gathered from sensors, actuators, and connected devices installed in their homes or worn by them will create a pool of information on the individual’s wellbeing which is a valuable asset to healthcare providers when treating the individual.