Systems, methods, and other embodiments associated with generating a corrective action data structure for a set of remote devices based upon corrective actions are described. In one embodiment, a method includes receiving application activity data from a plurality of remote devices. The application activity data is analyzed to determine a set of application activities associated with each of the plurality of remote devices, and the sets of application activities are analyzed to determine one or more challenges associated with a set of remote devices of the plurality of remote devices. Corrective actions are determined for each of the one or more challenges, and a corrective action data structure is generated for the set of remote devices based upon the corrective actions.