An automated image capturing system uses a 3D camera to verify part characteristics for kitting, uses artificial intelligence and advanced statistics to correct for errors from lighting and shadows, and provides real-time feedback to operators while recording the final kit, including a dataset and timestamp, to ensure zero defects.