Abstract: A computer-implemented method includes receiving one or more articles at an inspection station that includes an inspection processor, inspecting the one or more articles in view of at least one repairability criterion presented via one or more graphical elements, and updating an inspection database if the one or more articles fails the at least one repairability criterion. The method includes inspecting the one or more articles in view of at least one local repair criterion presented via one or more graphical elements, inspecting the one or more articles in view of at least one inspector-driven criterion presented via one or more graphical elements, the action type including at least one of determining an inspection failure or a passed inspection, and updating inspection history data stored in an inspection database in communication with the inspection processor based on the at least one repairability criterion, local repair criterion, or inspector-driven criterion.

Abstract: A computer-implemented method for providing a personalized user interface to a user may include obtaining customer data; obtaining customer article data; obtaining customer interface activity data of the at least one customer; training a prediction model; obtaining at least one of user data, user article data, or user interface activity data of a user of the apparel subscription application; determining a rank of one or more articles based on the prediction model; obtaining environmental data including values of one or more environmental factors associated with user article data; and providing, to the user, the personalized user interface associated with the apparel subscription application to the user based on the rank of the one or more articles and the environmental data.