A method, apparatus, and system for visualizing nonconformance data for a physical object. An augmented reality application in a portable computing device plots, in a defined coordinate cube, points corresponding to nonconformance locations on the physical object. The augmented reality application determines a sub-set of the points plotted that correspond to a region of the physical object visible in an image of the region of the physical object acquired by the portable computing device at a position of the portable computing device, where the sub-set of the points exclude nonconformance locations occluded from view by a physical object structure of the physical object in the image. The augmented reality application displays the nonconformance data for the sub-set of the points visible in the image in association with a sub-set of the nonconformance locations for the physical object in the image displayed on a display system in the portable computing device.