Nanjing Iron and Steel (NISCO) has become AI-native with over 300 AI models, 25 business agents and the YuanYe swarm intelligence steel model running on Huawei’s stack, illustrating a powerful digital AI transformation strategy in traditional heavy industry. As digital AI strategy consultant Jeffrey Towson explains, the project began by connecting sensors and creating digital twins in extreme environments like 1,500 °C blast furnaces before pairing general AI with metallurgical physics models. The result is measurable gains across prediction of furnace conditions, precision rolling and automated quality inspection, showing how NISCO and Huawei’s approach is turning steel plants into AI-native operations.





