Abstract: Aspects of the subject disclosure may include, for example, obtaining a group of images of a premises from a group of cameras associated with a first time period, generating computer vision data associated with a premises from the group of images for a first time period utilizing a group of image recognition techniques, obtaining employee schedule information associated with the premises for the first time period, and obtaining point-of-sale information associated with the premises for the first time period. Further embodiments include determining a first walk-out metric associated with the premises for the first time period according to the computer vision data, the employee schedule information, and the point-of-sale information. The first walk-out metric is based on a first number of customers leaving the premises without interacting with an employee associated with the premises during the first time period. Other embodiments are disclosed.