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

- Link: https://www.thailand-business-news.com/pr-news/zkh-and-intel-bring-industrial-multimodal-ai-to-the-edge-with-linglong-insight-1-0
- Published: 2026-11-02T17:00:00+07:00
- Author: PR Newswire

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](https://ir.zkh.com/).

**For investor and media inquiries, please contact:**

ZKH Group Limited
IR DepartmentE-mail: [IR@zkh.com](https://www.thailand-business-news.com/pr-news/IR@zkh.com)

Christensen Advisory
Email: [zkh@christensencomms.com](https://www.thailand-business-news.com/pr-news/zkh@christensencomms.com)

---

  |  This article was produced by Cision PR Newswire, our trusted news partner. The views expressed and the content presented here are solely those of the author and may not fully reflect the opinions of Thailand Business News. |

---

 
**Read the original article :** [ZKH and Intel Bring Industrial Multimodal AI to the Edge with LingLong Insight 1.0 ](http://www.prnasia.com/story/archive/5085502_CN85502_0?rand=184833)