MCC CERI takes integrated edge vision equipment with AI computing power, combined with intelligent algorithms such as image processing, deep learning, and point cloud analysis, to build intelligent machine vision applications. This enables faster data processing response, computational analysis response, and network transmission response, meeting the low-latency application requirements in metallurgical production, improving the level of enterprise production automation, reducing manpower and increasing efficiency, and providing technical support for building intelligent workshops.