Gtrontec Unveils Full-Domain Intelligent Agents at 4th Chain Expo, Industrial AI Enters New Phase of Autonomous Decision-Making Execution
From June 22 to 26, the 4th China International Supply Chain Expo (Chain Expo) was held at the China International Exhibition Center (Shunyi Hall) in Beijing. With the theme "Connecting the World, Creating the Future," this expo established an AI dedicated zone for the first time, with companies like Nvidia, Qualcomm, Alibaba, and iFLYTEK exhibiting together. A total of 676 domestic and international chain-leading enterprises participated, along with upstream and downstream exhibitors expected to exceed 1,200, covering 85 countries, regions, and international organizations, making it the largest ever. Gtrontec, an industrial AI leader incubated by TCL's strategy, appeared again as a "full-attendance" participant for the fourth consecutive year, focusing on its "Octopus Brain" industrial intelligent decision-making core, showcasing industrial intelligent agent clusters covering equipment, quality, smart facility management, and smart logistics, as well as the industrial AI engineering system supporting large-scale AI deployment.
Compared to previous editions, this year Gtrontec anchored its display focus on the "decision-making + execution" area of industrial AI, presenting the complete architecture of "Octopus Brain" for the first time, evolving AI from a tool assisting engineers to an industrial intelligent decision-making hub that autonomously completes the full closed-loop of perception, analysis, decision-making, and execution on actual production lines.
At the exhibition, the six-step decision-making closed loop of Octopus Brain demonstrated the entire process of AI participating in factory management: real-time perception of production anomalies, multi-agent collaborative root cause localization, automatic generation of optimization strategies, linkage with the manufacturing execution system for execution, continuous monitoring of execution effects, and automatic deposition of experience into enterprise knowledge, enabling continuous model and knowledge evolution. This breakthrough allows industrial AI to no longer stay at "making suggestions" but truly enter the "closed-loop governance" stage.
Another breakthrough of Octopus Brain is that AI is no longer a single model but a team of industrial intelligent agents working collaboratively. At the exhibition, the industrial intelligent agent clusters covering equipment, quality, facility management, and logistics collaborated with Octopus Brain. Unlike traditional AI tools focusing on single scenarios, each agent has its own role and can cooperate around the same business goal.
For example, when a production anomaly occurs, the production domain agent identifies the anomaly first, the equipment domain agent analyzes equipment status, the quality domain agent judges the impact on yield, the logistics domain agent coordinates material flow, and finally Octopus Brain unifies strategy orchestration and execution scheduling, achieving intelligent collaboration across business lines and systems.
The data displayed at the scene also confirms the practical value of industrial intelligent agents: anomaly closed-loop processing time reduced from 4 hours to 5 minutes; AI yield analysis achieves minute-level real-time alerts, reducing quality losses by over 6 million yuan; equipment maintenance decision agent improves fault handling efficiency by 30% to 63%; AI energy and carbon platform saves over 4 million yuan per factory; AI+AMHS smart logistics helps customers achieve intelligent scheduling of thousands of OHTs, reducing logistics manpower by 80% while supporting rapid ramp-up of 300,000 wafers per month. Compared to the past "one AI solves one problem," Gtrontec is building an industrial intelligent agent ecosystem covering the entire factory business process, allowing AI to truly integrate into the whole production and operation process.
This capability has also been validated by the market. Currently, Gtrontec has built over 300 industry benchmark cases, covering advanced manufacturing fields such as wafer fabrication, advanced packaging and testing, panel display, and new energy. It successfully completed China's first seamless CIM replacement for a fully loaded wafer fab, and continues to serve overseas customers, exporting industrial AI capabilities to Southeast Asia, the Middle East, the Americas, and Europe.
As an industrial AI enterprise deeply participating in the Chain Expo for four consecutive years, Gtrontec's development trajectory also reflects the direction of industrial intelligent technology. From a supply chain perspective, the autonomous controllability of China's semiconductor supply chain relies not only on single-point technology breakthroughs but also on the full-chain capability from CIM systems to AI decision-making hubs. The practical path of Octopus Brain is providing a replicable sample for this goal: replacing experience-driven with AI autonomous decision-making and covering full-process scenarios with intelligent agent clusters.
In the future, Gtrontec will continue to deepen its industrial AI strategic layout, promoting the spillover of industrial AI from leading wafer fabs to more manufacturing industries, providing infrastructure-level support for building an autonomous, controllable, flexible, and efficient advanced manufacturing supply chain system.
