Abstract: According to one aspect, a method for providing real-time access, queue, and risk management information to a user is provided. The method includes receiving, from a user device, a request indicating a date and time a user intends to visit a first establishment. The method includes determining a predicted occupancy of the first establishment for the date and time indicated in the request using a predicted occupancy model (POM). The method includes determining an exposure risk for the first establishment for the date and time indicated in the request using an exposure risk model (ERM). The method includes transmitting, to the user device, the predicted occupancy and the exposure risk for the first establishment. The method includes receiving, from the user device, a confirmation that the user will visit the first establishment at the date and time.