The article discusses how new technologies are being used in mechanical design and manufacturing to improve efficiency and quality. By combining big data analysis with advanced design concepts, like parametric and automated design, a system was created to automate the production of CNC lathe parts. The system significantly increased production speed and product quality compared to manual production methods. This shows that using automation technology in manufacturing can greatly improve efficiency and ensure high-quality products.