Radiographs have been interpreted since Wilhelm Conrad Roentgen first observed the X-ray of his wife’s hand back in 1896. The process of radiographic interpretation consists of many variables with the major objective being achieving the highest possible quality level or sensitivity. Over the course of time since that first historic X-ray was taken, there have been many radiographs of many objects, interpreted by many individuals ranging from trainees to medical professionals. This article will focus on industrial applications with the sincere hope that it will improve the process in the future. The issue of interpretation has been the source of many disagreements, many times resulting in turmoil including unnecessary repairs and, in some cases, missed calls of conditions that should have been rejected. Improper disposition of serious discontinuities may result in product failure possibly causing costly downtime and injury to personnel. On the other hand, rejection of an acceptable discontinuity or condition can cause needless repairs resulting in significant cost and delays.