Cupola360 Panoramic Cameras are deployed in the factory of Taiwan Hot-dip Galvanizing Co. Ltd. to create an intelligent image recognition system for the hot-dip galvanizing manufacturing of precision screws. By incorporating high-resolution videos into an AI smart recognition system, the process of galvanization can be monitored from the order of operations in the production process to quality control of semi-finished and finished products. This system allows for real-time adjustments based on the status of the production line, ensuring both the proper operation of machinery and the collection of process parameter data. The AI analysis provides a basis for future improvements, with the potential to enhance yield, reduce waste, optimize processes, save energy, and reduce carbon emissions, thereby achieving digital transformation.