Ambitious yarn spinners quickly learn that key performance indicators (KPI) are closely linked with quality ´ especially at the higher levels of the market, as an example from China shows. Achieving consistent quality, reducing waste and avoiding the risk of packages ruined by outliers are critical objectives, attainable only by implementing systematic quality management.