Ablyy new generation of data-driven intelligent AI-MES management system is a lean production management software supplying customized service for steel metallurgy industry. This system is data-centric and provides end-to-end tracking and management of the entire production process, from order placement to product shipment, generating detailed management reports. The main functional modules include: production planning and scheduling, production statistics, production data tracking, process management, production performance management, equipment management, energy consumption management, quality management, shift management, system management, and big data display platform. The AI-MES system is typically applied in hot-rolled strip steel, bar and wire, and heavy plate production.