This paper presents a dynamic multi-agent system for monitoring Alzheimer patients’ health care in execution time in geriatric residences. The system architecture implements autonomous deliberative case-based agents with reasoning and planning capabilities, with the ability to operate in wireless devices and capable of obtaining information about the environment through RFID technology. ALZMAS description and preliminary results of the prototype in a real environment are presented.