An exercise reporting and maintenance system contains a device including a memory with a management application installed thereon. The application is configured to process a sensor signal including a total weight and movement speed, analyze the sensor signal by inputting the total weight and the movement speed into a monitoring heuristic to generate an output, and automatically transmit the output in real-time to be presented by a display system.