ZKH and Intel Bring Industrial Multimodal AI to the Edge with LingLong Insight 1.0

SHANGHAI, Nov. 2, 2026 /PRNewswire/ -- ZKH Group Limited ("ZKH" or the "Company") (NYSE: ZKH), a leading maintenance, repair, and operations ("MRO") procurement service platform in China, announced that its AI subsidiary, LingLong Intelligence, launched LingLong Insight 1.0 with Intel at Intel Connection 2026 in Suzhou, China. Developed by LingLong Intelligence and powered by Intel's edge computing technology, the lightweight industrial multimodal AI model brings image and text understanding as well as intelligent verification to industrial worksites, turning industrial knowledge into practical support for on-site decisions.

The wide variety of industrial supplies makes accurate verification when receiving goods a persistent challenge. Two bearings may look almost identical yet differ in a single specification that determines whether they suit a particular machine. Workers must distinguish between such items and check them against delivery documents, a demanding process prone to error. An undetected mismatch can allow the wrong part into inventory, delay critical maintenance, or disrupt production.

LingLong Insight 1.0 combines image and text understanding with industrial knowledge to help distinguish between similar-looking supplies and verify their specifications. The model supports a visual verification workflow that uses industrial cameras to capture images of delivery documents, packaging and labels, identifies the items, and checks their specifications against the delivery documentation. It flags discrepancies alongside the relevant images, helping workers catch potential mismatches before confirming receipt.

With 4 billion parameters, LingLong Insight 1.0 is designed to balance accuracy and processing efficiency for edge deployment. Deployed on LingLong Agent Box with Intel® Core™ Ultra processors, which combine CPU, GPU, and NPU computing, it processes information locally at the workstation, reducing latency and reliance on the cloud while supporting responsive on-site verification.

ZKH's industrial data and domain expertise are central to the model's development. Drawing on nearly 30 years of experience in industrial supplies, ZKH has accumulated more than 27 million product records and approximately 4 billion product parameters. By standardizing this data and connecting it with expert knowledge, LingLong Intelligence turns it into a strategic asset: structured, AI-ready knowledge that underpins scalable industrial AI applications. Intel's edge computing makes on-site AI possible; ZKH's industrial knowledge makes it reliable.

"Industrial AI is only as good as the knowledge behind it," said Yang Liu, Chief Technology Officer of ZKH Group and CEO of LingLong Intelligence. "Our industrial data and close understanding of customer needs give us a strong foundation for developing AI that delivers practical value. With Intel's edge computing technology, we can now take that intelligence beyond the cloud and onto the factory floor, where every decision counts."

The launch of LingLong Insight 1.0 is part of a broader engagement between LingLong Intelligence and Intel. The two companies intend to deepen their collaboration on industrial AI and jointly explore global market opportunities, combining Intel's computing platforms and ecosystem resources with LingLong Intelligence's industrial data and model capabilities to develop scalable edge AI solutions for industries worldwide.

Building on verification at goods receipt, LingLong Intelligence plans to extend the model to warehouse inbound and outbound checks, production-line material verification, and equipment operation and maintenance, bringing AI-powered support to more stages of industrial operations.

About ZKH Group Limited

ZKH Group Limited (NYSE: ZKH) is a leading MRO procurement service platform in China, underpinned by robust supply chain capabilities and dedicated to serving customers globally through a product-led, agentic AI-driven approach. Through its primary online platforms, the ZKH platform, the GBB platform and the Northsky platform, along with innovative technology and extensive industry expertise, the Company provides bespoke MRO procurement solutions to a diverse and loyal customer base. These solutions encompass hyper-personalized product curation from a comprehensive selection of quality products at competitive prices. Additionally, the Company ensures timely and reliable product delivery through professional fulfillment services. By focusing on reducing procurement costs and addressing management efficiency challenges, ZKH is transforming the opaque MRO procurement process and empowering all stakeholders across the value chain.

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

For investor and media inquiries, please contact:

ZKH Group Limited
IR Department
E-mail: [email protected]

Christensen Advisory
Email: [email protected]

SOURCE ZKH Group Limited