Methods, apparatuses, and systems for identifying and tracking products in a material handling system and/or for identifying and handling product defects in a material handling system are provided. An example method may include receiving one or more articles in the material handling system; capturing one or more images of the one or more articles; identifying at least one visual defect indicator on at least one article of the one or more articles; and determining an indication corresponding to at least one of a defect of the at least one article or a portion of the material handling system causing the defect.