关键词: 质量追溯；K-means；信息化软件系统

Abstract: With the development of digitalization, autonomous driving and other technologies, competition in the automotive industry has intensified, and users are particularly concerned about the quality of automotive products. As a manufacturer of commercial vehicle wire harnesses, TY company faces the challenge of enhancing product competitiveness. This article obtaines the pain points and difficulties in quality management of TY Company through on-site investigation and historical data collection and analysis, and proposes targeted solutions. These improvement measures optimize internal management, enhance customer satisfaction, and can be extended to all aspects of enterprise quality management, providing products and services that meet customer expectations, improving product reliability and durability, and bringing more profits and reputation to the enterprise.

Key words: quality traceability; K-means; information software system