Automating welding quality control is essential for Original Equipment Manufacturers (OEMs) to ensure consistent precision and reduce errors. A solution was developed using an AI-powered desktop application integrated with a Wenglor 3D Profile Scanner, which leverages advanced computer vision and machine learning algorithms to detect welding imperfections at a micrometer scale.