In today’s complex steel production environment, quality engineers and production managers face increasing challenges. The demand for high-performance steel products, stringent customer requirements, and the need for cost efficiency and predictive maintenance have driven the adoption of digital tools. Fives, an industrial engineering group, has developed an intelligent quality management system to enhance real-time quality control. The system has been successfully installed on a continuous galvanizing line at Marcegaglia Ravenna, in Italy. This paper will present the outline of this project and its results.