An approach is described for registering a plurality of gateway devices to a sensor platform operated by a service provider, detecting at the gateway devices, one or more sensors from a personal area network of a subscriber, determining corresponding identifiers of the sensors, collecting data from the sensors over one or more coordinated personal area networks, and designating each of a plurality of agents to process the collected data for local analysis and acting on this analysis, wherein the agents are configured to communicate with other agents.