n today’s industrial electrochemical field, the stability and efficiency of electrode performance are crucial for smooth production processes and ensuring product quality. However, the industry faces numerous pain points: unstable electrode performance, short lifespans, lack of customization support for special process requirements, difficulties in small-batch order production, fragmented supply chains leading to low procurement efficiency, and high technical barriers in emerging fields. These issues significantly hinder industry development.