A computer system monitors a set of computing resources of a user to determine a planned user event, as well as a set of service parameters for the planned user event. The computer system may further schedule a service request for the planned user event, based at least in part on the event location. Additionally, the computer system may perform an action on behalf of the user with respect to initiating the service request at a scheduled time.