![]() The Intelligent Manufacturing Department of Yanfeng Auto hopes to work with IBM CSM team to explore the way of building up its intelligent inventory platform with predictive capabilities. Scenario 2: Realize high-speed transmission of massive data between branch production workshops and headquarters with Aspera Module of IBM Cloud Pak for Integration, establishing data foundation for intelligent inventory platform with predictability. The AI model helps the company realize a fully automatic execution process without manual operation, increasing the order classification accuracy rate from 85% to 97%. The model has learned the rules behind the internal orders corresponding to general orders. Leveraging the powerful natural language learning capability of IBM Watson Discovery and the hands-on support of IBM Customer Success Manager (CSM) team, Yanfeng Auto successfully built up an AI model that was trained with its mixed data of structured data and unstructured text, covering 180 million historical data, with over 200 permutations and combinations. That presents big challenges for the company in terms of labor cost and efficiency. In each factory, it took an average of 150 minutes a day for two staff members to sort the orders manually, accompanied by 15% classification errors. Yanfeng Auto receives a huge number of orders from automakers and downstream manufacturers every day, and it previously had to manually convert external general orders to internal orders based on experience. Scenario 1: Automatically convert massive external general orders to internal orders with the natural language learning capability of IBM Watson Discovery Facing challenges, Yanfeng Auto’s approach is to work with companies like IBM with advanced technology, industry experience and technical expertise to accelerate its own data-driven digital transformation to reduce cost, improve efficiency and scale for company-wide innovation. Headquartered in Shanghai, Yanfeng Auto has nine R&D centers, more than 240 factories and technical centers in 20 countries around the world, with over 55,000 employees. (hereinafter referred to as “Yanfeng Auto”) is a leading Chinese automotive parts supplier specializing in automotive interior and exterior trim, car seats, cabin electronics and safety systems. Yanfeng Auto International Automotive Technology Co., Ltd. The auto parts manufacturers caught in it are facing the problem of how to survive and grow against the increasingly fierce competition. With the intensification of the price war, some car companies have even withdrawn from the market. According to the recent statistics released by a local auto industry association, the sales of China’s fuel vehicle market have declined for three consecutive years. ![]() The global automotive industry is in the midst of major changes and challenges against the trend of electrification and intelligence.
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