This paper presents an Ambient Intelligence based architecture model that uses intelligent hybrid agents with the ability to obtain automatic and real time information about the context using a set of technologies, such as radio frequency identification, wireless networks and wireless control devices, which can be implemented on a wide diversity of dynamic environments.