1. A method that facilitates managing and optimizing user activity automatically to improve overall user productivity and efficiency, the method comprising: monitoring, through at least one computing device, user activity conducted by multiple users on one or more computing devices; determining, through the at least one computing device, that a target user needs assistance with a target activity, which comprises completing multiple tasks, because an elapsed time spent on the multiple tasks exceeds an allotted time for the target activity and because a probabilistic analysis detects a problem pattern within the target user's user activity data; locating, through the at least one computing device, based on the user activity data, an assisting user to help the target user with the target activity; and assigning the target activity to the assisting user.