The data quality inspector of the government office went to global steel ball suppliers. Jinan Haoyang Casting and Forging achieved a turnaround by adopting a data-driven model: an export map covering 23 countries, a 300% increase in revenue, and UN procurement qualifications. Its original "steel ball digital ID" system, integrating data quality inspection experience from the government office and industrial 4.0 technology, enables each steel ball to be traced through 38 processes. The green forging standards it led in formulating will drive a 40% reduction in industry carbon emissions.