Zhenkunxing and Intel launch Linglong Insight 1.0, deploying industrial multi-modal AI to the edge.

Shanghai, November 2, 2026 /PRNewswire/ -- China's leading procurement service platform for maintenance, repair, and operations ( MRO ), Zhenkunhang Group Co., Ltd. ( ZKH Group Limited , referred to as "Zhenkunhang" or "the Company", NYSE : ZKH ), announced that its subsidiary Linglong Intelligence, held at the 2026 Intel Connect Conference ( Intel Connection 2026 ) in Suzhou, China, jointly released Linglong Insight 1.0 with Intel. This lightweight industrial multi-modal AI model, developed by Linglong Intelligence and supported by Intel's edge computing technology, can bring image and text understanding as well as intelligent verification capabilities to industrial work sites, transforming industrial knowledge into practical support for on-site decision-making.

The company stated that the wide variety of industrial supplies has long presented a challenge in terms of accurate verification during receipt. Two bearings may look almost identical in appearance, but there could be a difference in just one specification, and this difference can determine whether they are suitable for a particular piece of equipment. Staff members must distinguish between such items and match them with the delivery documents, a process that is demanding and prone to errors. If mismatches are not detected in time, defective parts may end up in inventory, leading to delays in critical repairs or disruptions in production.

Linglong Insight 1.0 combines image and text understanding capabilities with industrial knowledge to help distinguish materials that look similar and verify their specifications. The model supports a visual verification process: it uses industrial cameras to capture images of delivery documents, packaging, and labels, identifies the items, and compares their specifications with those in the delivery documents. If any discrepancies are found, the system marks them along with the relevant images, assisting staff in detecting potential mismatches before confirming receipt of the goods.

Linglong Insight 1.0 boasts 4 billion parameters, designed to balance accuracy with processing efficiency for edge deployments. This model is deployed on the Linglong Intelligent Agent Box ( LingLong Agent Box ) equipped with an Intel® Core™ Ultra processor, which integrates the computing power of CPU , GPU , and NPU . It enables local information processing on workstations, thereby reducing latency, decreasing reliance on the cloud, and supporting rapid on-site verification processes.

Zhenkunhang stated that its industrial data and industry expertise are at the core of the model development. Based on nearly 30 years of experience in industrial supplies, Zhenkunhang has accumulated over 27 million product records and approximately 4 billion product parameters. By standardizing this data and connecting it with expert knowledge, Linglong Intelligence has transformed it into a strategic asset: structured knowledge that can be utilized by AI to provide a foundation for scalable industrial AI applications. Intel's edge computing makes on-site AI possible; Zhenkunhang's industrial knowledge adds to its reliability.

Yang Liu, Chief Technology Officer of Zhenkunhang Group and CEO of Linglong Intelligence, stated: "The effectiveness of industrial AI depends on the knowledge behind it. Our accumulation of industrial data and our deep understanding of customer needs have laid a solid foundation for developing AI that can bring real value. With Intel's edge computing technology, we can now bring this intelligence from the cloud to the factory floor, where every decision is of critical importance."

The company stated that the release of Linglong Insight 1.0 is part of a broader collaboration between Linglong Intelligence and Intel. Both parties plan to deepen their cooperation in the field of industrial AI, and jointly explore global market opportunities. They aim to combine Intel's computing platforms and ecosystem resources with Linglong Intelligence's industrial data and modeling capabilities to develop scalable edge AI solutions for various industries around the world.

Based on the receiving verification scenario, Linglong Intelligence plans to further expand this model to include warehouse inbound and outbound inspections, production line material verifications, as well as equipment operation and maintenance, bringing the support driven by AI to more stages of industrial operations.

About Zhenkunhang Group Co., Ltd.

Zhenkunhang Group Co., Ltd. ( NYSE : ZKH ) is a leading MRO procurement service platform in China. Relying on its strong supply chain capabilities, the company serves global customers through a product-oriented approach driven by agency-based AI. Through its main online platforms – the Zhenkunhang Platform, GBB Platform, and Northsky Platform – combined with innovative technologies and extensive industry expertise, the company provides customized MRO procurement solutions for a diverse and loyal customer base. These solutions include highly personalized product selection from a comprehensive range of high-quality products at competitive prices. In addition, the company ensures timely and reliable product delivery through professional fulfillment services. By focusing on reducing procurement costs and solving management efficiency issues, Zhenkunhang is driving the transformation of opaque MRO procurement processes and empowering all participants in the value chain.

For more information, please visit: https :// ir.zkh.com.

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