Embodiments disclosed herein describe a method and system that create a user profile associated with a user. The user profile can include locations in which the user has worked and information relating to one or more devices associated with the user. The system can receive data from the devices and analyze the data to predict a work location of the user. Resources can be optimized based on the predicted work location of the user and the predicted work locations of other users.