The present disclosure relates generally to systems and methods for learning based device management. In one example, the method includes identifying functions available on a mobile device and determining a usage pattern for each of the functions. A determination is made as to whether each of the functions is to be monitored based on the function's usage pattern, and a device management profile is generated that defines monitoring parameters for each of the functions to be monitored.