en.Wedoany.com Reported - In its 2025 annual white paper, the World Economic Forum repeatedly cited the case of Eaton Power Equipment Co., Ltd. (Eaton's Changzhou Electrical Plant), which gained recognition for its intelligent and vertical AI application practices. As a key production base for Eaton in China, its core products cover medium and low-voltage power distribution equipment and components, used in fields such as power grids, data centers, and rail transit.
In 2025, Eaton's Changzhou Electrical Plant was rated as a "Lighthouse Factory" by the World Economic Forum, joining the Global Lighthouse Network. This network showcases how manufacturing enterprises achieve resilient growth through digitalization, artificial intelligence, and supply chain collaboration. The white paper emphasizes themes such as operational resilience and AI-driven cognitive factories, and provides replicable "Lighthouse Blueprints". In the selection process, a new "Customer-centric" category was added to recognize enterprises that have achieved results in response speed and customization through digital and AI technologies.
Facing complex engineering-to-order business, Eaton empowered its design, supply chain, and delivery systems with AI to shorten cycles and improve accuracy. The Lighthouse Factory introduced AI-assisted design, simulation, and robotics systems to advance intelligent manufacturing. In robotics practice, the Lighthouse Factory deployed business-centric solutions, using autonomous mobile robots equipped with inspection platforms combined with computer vision and machine learning. This increased wiring inspection accuracy to 99.8%, reduced problem troubleshooting time by 90%, and lowered dependence on highly experienced personnel.
The practices of Eaton's Changzhou Lighthouse Factory demonstrate a focus on high-impact vertical AI applications. For engineering-to-order products, the factory built an intelligent bidding system driven by knowledge graphs and large language models. Based on over fifty thousand modules for configuration, it uses RAG technology to understand requirements and automatically generate bid documents. This increased the win rate by 10%, engineering design output by 55%, and reduced the cycle by 52%. In the design and engineering stages, it deployed an AI-enhanced simulation and intelligent design platform, enabling "one-click" wiring design and verification. This improved production efficiency by 73%, drawing output by 66%, and shortened the order-to-delivery cycle by 39%.
Through vertical AI applications, Eaton's Changzhou Electrical Plant deeply embeds AI into core processes, achieving improvements in efficiency, quality, and delivery capability, and forming reusable business capabilities. Within the new manufacturing paradigm advocated by the Global Lighthouse Network, the factory adopts a customer-centric approach, building an end-to-end collaborative operational system that transforms demand into deterministic results, showcasing its manufacturing strength and competitiveness.
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