1. A method for using telemetry data, comprising: acquiring individual information using a non-contact monitoring device that includes a microphone, a transmitter and sensors to determine air quality, sound level/quality, light quality and ambient temperature near the individual, the-transmitter serving as a communication system; using an accelerometer or other motion detector, that are included in the monitoring device, to detect an individual's movement information, the monitoring device producing movement information relative to the individual that is indicative of the individual's respiration; routing signals through ID circuitry at the monitoring device, accelerometer or other motion detector; communicating the individual's information directed to the individual's potential state of death based on information about the individual received from the accelerometer or other detection device; analyzing the individual's respiratory and movement information at a cloud based system that includes one or more processors, the cloud based system including a motion pattern classification system relative to an individual's profile manager, the one or more processors configured to process the one or more motion samples, the one or more processors configured to process at least a portion of the information to determine the individual's movement information that is indicative of the individual's respiration; and associating one or more contexts of an individual's movement information and respiratory information with the individual's profile manager that includes a database of information relative to the individual's movement and respiratory information.