High-Tech Dialogue | Wu Xiaoqian of Pangqi Technology: Reimagining Trillion-Dollar New Energy Manufacturing with an AI Agent Factory

Why does the factory become increasingly larger in scale yet feel increasingly exhausted?

This isn’t a management issue—it’s a paradigm dilemma. As automated equipment takes over individual processes and digital systems begin to capture localized data, the factory finds itself plunged into an even deeper... “Semi-automatic trap”:

“Unblocking the channels and unifying command” has become Ten billion, Trillion To one trillion The most pressing aspiration of the manufacturing giant. Decision-making efficiency—this... Invisible This stage is becoming an invisible battleground that determines profit margins.

The capital market has long been keenly attuned to the shift: the story of mere hardware integrators or software vendors. is in the process of End, The next industry-level opportunity belongs to those who can define a new-generation paradigm for production collaboration. “Industrial Intelligence Operating System OS”—must be based on decentralized AI-driven decision-making intelligence, capable of truly understanding and mastering the complexity and uncertainty inherent in industrial systems.

It is building a super factory—complete with trillion-dollar energy groups and hundred-billion-dollar lithium battery giants—that can think autonomously and achieve holistic, cross-domain collaboration. “Intelligent Nervous System.”

Recently, Gaogong Lithium Battery conducted an exclusive interview with Wu Xiaoqian, Chairwoman of Pangqi Technology, to explore how this new paradigm is addressing the growth anxieties plaguing the manufacturing sector and redefining the core competitiveness of Chinese manufacturing.

Chairman of Pangqi Technology Ms. Wu Xiaoqian

High-Tech Lithium Battery Q1 ： Hello, Mr. Wu. Bangqi Innovation has launched... “AI Agent Factory,” “Industrial Operating System,” Full-stack robotics products ” And The RaaS model and similar approaches have been drawing considerable attention. Could you please explain from a fundamental perspective what the core differences are between the Pangqi paradigm and traditional approaches? And how, as a holistic system, does it systematically break the deadlock of the “semi-automation trap” in manufacturing?

Wu Xiaoqian ： Hello, this is the question. Touching of the essence. The core difference lies in the fact that the traditional approach is... Existing On the “mechanical body” To carry out Repairing, trying to build something stronger. big “Central Brain”; and The paradigm of the pound flag, is then Build a brand-new, self-organizing and collaborative system for the factory. “ AI Intelligent organism ”。 Its systematic nature is reflected in three aspects. Closely connected At the levels of: cognitive restructuring, technological restructuring, and business restructuring.

One, Reconstruction of Cognition and Roles

The pound sign has been redefined. The Role of AI in Factories: Pangqi’s uniquely developed AI Agent is not merely a “plugin” attached to existing systems—it is a brand-new “production role”: a “digital worker” endowed with autonomous sensing, decision-making, execution, and learning capabilities. It is particularly important to emphasize that the AI Agent is not just an algorithm; rather, it is an actor, an executor, and a decision-maker all in one. Automation is about getting machines to run, while... An AI agent enables the factory to think. When each production unit becomes a thinking, intelligent agent, factory collaboration will shift from... The shift from “centralized directives” to “group-led, collaborative synergy” provides the cognitive foundation for fundamentally addressing “collaborative sluggishness.”

II. Reconstruction of Technology and Architecture

Pound Flag “Industrial Intelligent Operating System (OS).” Serving as the foundation for “intelligent living entities,” its value is reflected in four key areas:

• For Which option to choose OS? It’s not a single piece of software—it’s a unified digital foundation that will underpin all future intelligent applications. It makes intelligence affordable, moving away from high costs. Customization Project Transform into a system evolution characterized by sustainable advancement and smooth iteration, becoming the customer’s core digital asset.

• For How to adopt Decentralization? Traditional of the The “Super Brain” mode is bound to encounter bottlenecks and risks in complex production processes. Pound flag The OS has built a distributed intelligent network: enabling massive-scale AI.   The agent makes autonomous, rapid decisions at the edge—centralized. Only responsible for formulation Rules and Collaboration. This endows the system with inherent resilience and reliability, which are prerequisites for scalable replication.

• For What Can it support a replicable business model? Core lies in “Standardized OS platform + modular small-model library.” It productizes industry knowledge. Essentially It's turned on. The “model economy,” leveraging the compounding effect of digital assets, builds a moat of highly certain recurring revenue and ultimately gives rise to an intelligently networked ecosystem of interconnected factories. Pound flag We established joint laboratories with institutions such as South China University of Technology at an early stage, ensuring that our industry knowledge not only remains at the cutting edge of academia but also achieves practical industrial application. “ Model Economy ” Provide technical endorsement.

Three, Reconstructing Hardware Value and Business Logic

At O Under the S framework, all hardware is redefined: each one. Embodied robotics, AGV/ AMR Robot mechanical arm Wait No longer passive devices, but rather... Autonomous nodes in the “intelligent neural network.” Each scheduling instance is a “decision-making transaction among agents.”

This Everything Supported Pangqi Innovation Launches RaaS (Robotics-as-a-Service) model ： The customer does not need to purchase assets. Just For the ultimate “Certainty Operations Capability” subscription fee. This... One mode Completed from The business closed loop—from “selling tools” to “selling productivity”—simultaneously meets the industry’s rigid demand for “reducing costs and boosting efficiency.” and Capital to The long-term expectation for a “high-growth platform.”

Therefore, the Pangqi paradigm offers a systematic new solution: it achieves cognitive advancement through “AI Agents,” leverages an “Industrial OS + full-stack robotic products” platform to provide a replicable technological foundation and physical infrastructure, and ultimately closes the value loop via “RaaS.” This is not merely a technological iteration—it’s a revolutionary shift in the production relations governing how manufacturing is organized and how it competes.

High-Tech Lithium Battery Q2： Pangqi has elevated the “Industrial Intelligent Operating System (OS)” to a core strategic position. In your view, why is the “OS” regarded as the ultimate solution for addressing the complex coordination challenges in manufacturing? And how does it work in synergy with LDS and Pangqi’s full-stack hardware product ecosystem?

Wu Xiaoqian ： This is a Systemic issues 。 OS is “ AI Intelligent organism At its foundation, LDS serves as the core scheduling engine, while the hardware products act as the physical embodiment of intelligent implementation—these three components are inseparable.

First, The OS and LDS are the “neural center.” Pound flag Industry The OS provides a unified framework, and LDS is its most central component built on top of it. Production Collaborative Unmanned Pull System Its strength lies in three points:

Pangqi Multi-Brand Robot Hybrid Scheduling System ADS Visualization Big Screen

Secondly, This smart system requires powerful... “Physical execution body.” This is precisely how Bangqi is building an industry-leading, fully self-developed full-stack solution. Hardware The original intention of the product system. The “intelligent robot cluster” is the core execution unit, divided into three levels:

Pangqi Technology Hardware Equipment (Partial)

• Pound flag Embodied Robotics: This It is highly integrated perception, decision-making, and execution. With learning of the “Embodied AI Agent,” With With “Expanding the Boundaries of Humanity” as its design core, this system is equipped with a dual 7-DOF robotic arm and dual dexterous hands, enabling it to autonomously perform a series of highly complex tasks—from goods-to-person picking and unmanned unpacking and palletizing to AI-powered quality inspection and automated inventory counting. It blurs the boundary between “fixed equipment” and “mobile workforce,” becoming the most tangible “AI Agent” in the physical world.

The pound-flag embodied robot is moving material bins.

All devices are here. Under the unified scheduling of the OS and the intelligent command of the LDS, it has evolved from a passive tool into one capable of autonomous decision-making and collaborative operations. AI Agent ”。

Based on this, Pound flag can Delivery “Super Factory All-Scenario, End-to-End AI-Powered Fully Automated Overall Solution” Systematic reconstruction of the entire process—from raw materials to finished products:

Therefore, what Bangqi delivers is not just robots and software, but rather solutions deeply integrated with customers’ processes—built on a self-developed product ecosystem. “Advanced productive forces” themselves. This is exactly it. Pound flag Dare to commit The cornerstone of “certainty effectiveness.”

High-Tech Lithium Battery Q3 ： Pangqi has now been successfully launched globally. With over 2,000 projects and a repurchase rate among key clients reaching as high as 100%, could you share specific use cases of the “AI Agent Factory + RaaS Model,” drawing on the full-stack hardware products and solution ecosystem you just described?

Wu Xiaoqian ： Value must be validated by clear financial data. A global energy group with a market capitalization of trillions, and lithium battery companies worth hundreds of billions. Major manufacturers and leading brands in the global energy storage sector have all adopted Bangqi's... AI agents are being deployed as the digital workforce and decision-making infrastructure for its future factory.

Pangqi Technology Customer Wall (Partial Display)

Pangqi’s remarkable achievements stem from consistently delivering. “ Certainly Qualitative efficiency results , rather than merely providing an equipment list. Bangqi An integrated delivery system of “AI + Software + Hardware + Services” By achieving closed-loop coverage across the entire process and all scenarios, we eliminate breakpoints at every stage.

The following is Several proven cross-industry cases:

• Lithium battery industry ： Pound flag For a trillion-dollar-level Giant The network of intelligent agents deployed in the factory boosts its overall capacity utilization through global dynamic scheduling and real-time material coordination. Over 20%, with a 40% increase in cross-workshop collaboration efficiency. This is achieved simply by eliminating implicit trial-and-error and waiting time in production. Convenient Achieve annual cost savings exceeding per plant. Pass 120 million yuan—equivalent to adding a new medium-sized production line. This achievement is precisely... Pound flag From AI algorithms, LDS/ADS software systems, to... AGV/ AMR, a cluster of embodied robotic hardware, and an integrated capability extending to end-to-end managed operations and maintenance services. The concentrated embodiment of force 。

• Energy storage Field ： At When serving a giant under a trillion-dollar energy group, Pound flag The system shortens the ramp-up period for new products—from pilot production to stable mass production. of 30%–50%, helping customers reduce mass-production ramp-up losses by as much as hundreds of millions of yuan and significantly accelerating the commercialization of their technologies. Underlying this is the seamless collaboration among AI-powered visual inspection models, intelligent scheduling software, and automated production-line equipment.

• 3 C electricity Sub-industry ： Pound flag Assisted a leading international consumer electronics brand in bridging the data-driven decision-making gap between R&D and manufacturing, thereby shortening the end-to-end delivery cycle for its core products. In just three days, we’ve secured a critical market window and achieved incremental revenue growth in the fast-moving consumer goods sector. This was made possible by advancements ranging from intelligent sorting software to flexible handling solutions. AMR, collaboration From robots, to Complete delivery of 24-hour remote operations and maintenance services.

The commonality of these achievements lies in The Pongqi delivery directly impacts the customer’s income statement. “Advanced production capacity.” That’s precisely the RaaS model. To be able to Prerequisites for establishment —— Pound flag Share clear, auditable financial improvements with your clients.

It is precisely this ability to deliver certain results that... makes We Repurchase rate of key customers Almost reach 10 0%, forming a deep bond.

High-Tech Lithium Battery Q4 ： Pangqi serves multiple top-tier clients. the project achieved in the middle Significant Success. So, from a business perspective, Exactly What enables Pangqi to both meet the deep customization needs of its leading clients and achieve efficient replication and growth similar to that of software products? What kind of unique business barrier does this constitute?

Wu Xiaoqian ： This is exactly Pound flag Industrial OS Productization capability and The best embodiment of the combination of “standardized hardware product lines.” Thanks to “Standardized Platform + Modular Small Model Library” the architecture, and the entire series Hardware products such as AGVs/AMRs and embodied robots—Pangqi At Industry-validated intelligent model Hardware adaptation solution , can Quickly Adapt to Similar scenarios in Industry B.

For example, the core algorithms and expertise developed in the coil scheduling model validated at a new-energy battery factory can be rapidly transferred to automotive parts factories that require complex material flow management. Similarly, the visual inspection algorithms refined in the photovoltaic sector— Also can Empowering precision assembly in the consumer electronics industry.

This rapid replication capability across industries and scenarios enables us to serve a global giant in... Around the world The base was deployed within a cycle significantly below the industry average, eliminating the need for repetition. “Reinventing the wheel.”

This marks that Pangqi’s solution has shifted from serving individual customers. “Cutting-edge products” have evolved into solutions with strong industry adaptability. Platform-based product This has opened up vast room for scalable growth.

High-Tech Lithium Battery Q5 ： These cross-industry, replicable values reflect the industry’s deep trust in Pangqi. The capital market likewise views Pangqi as... "Dark Horses" and Potential "Unicorns." Industry-practical, capital-forward-looking—Pangqi. Yes How to Do it. Meet both of these expectations simultaneously. of the ？

Wu Xiaoqian ： Looking back on the journey, Pound flag The most core of the We’ve made three key choices correctly, which have become the strategic cornerstone recognized jointly by our customers and investors:

Pangqi has always been committed to being the first to see the direction clearly and running steadfastly on paths that others have yet to tread.

High-Tech Lithium Battery Q6 ： So, from a broader industry and historical perspective, what exactly is the goal of Bangqi’s initiative? And what is its significance for China’s manufacturing sector in the global competition? What is it like? ？

Wu Xiaoqian ： Pangqi’s vision is by no means limited to simply becoming an outstanding solutions company. Our aspiration is to become... In the era of “AI Defining the Mode of Production” Industrial infrastructure provider and rule coordinator.

China’s manufacturing sector boasts the world’s most complete industrial chain. The next phase of global competition will undoubtedly focus on... “Smart Discourse Power” When Chinese factories generally rely on Bangqi Industry. An “intelligent foundation” like the OS and the highly efficient and collaborative Pangqi intelligent robot cluster achieving autonomous decision-making and real-time collaboration “Swarm Intelligence” At that time, we will rely on “Ultimate Decision-Making Efficiency” and “System Self-Evolution Capability” and not just cost advantages, to redefine the future standards of high-end manufacturing.

The practice of the Pound Flag is precisely about the nation. “Develop new-quality productive forces” 、 "AI Plus" The strategy in the most complex industrial scenarios middle the depth of response. We not only... Dedicated to Addressing enterprise efficiency issues is also about contributing to the development of new infrastructure that will propel China’s manufacturing sector toward high-quality growth. This infrastructure encompasses both intangible intelligent systems and tangible, autonomous, and collaborative robotic equipment.

Therefore, the work done by Pangqi goes far beyond just technological development. We Right with Industry Pioneer Hand in hand ， Through one-by-one, fully integrated product solutions that are put into practice, Build a future-oriented system. “Industrial Intelligent Cognitive Framework” , for China's manufacturing industry to move from “World’s Factory” Upgrade to “World Smart Factory” provides the critical underlying operating system With execution equipment This event, initiated by AI-driven, against the backdrop of traditional industrial civilization “ Recompile Already Start.

Pound flag's Objective is to become a leader in new energy and even the entire high-end manufacturing sector. Field of the “ Industry Android ” , a cradle for infinite intelligent applications Cornerstone, And equip it with the best. “Native hardware.”

From identifying the chronic industry problem of “semi-automatic traps” to proposing the breakthrough paradigm of an “AI Agent Factory”; from laying the technological foundation for a “decentralized industrial OS” to building a full-stack hardware product line encompassing the entire range of AGVs/AMRs and embodied robots—eventually, leveraging integrated capabilities across “AI + software + hardware + services” to successfully close the value loop of RaaS— Pangqi Technology is, with clear logic, opening the door to the deep waters of intelligent manufacturing.

For Pursuit An industry giant with ultimate efficiency, it offers the ability to... “Synergy” is the key to transforming into core competitiveness; for gaining insight into the future capital market, it presents a deeply rooted foundation. Yu The richest ground for the largest industry, equipped with Complete product closed loop and High-certainty samples with platform-level potential.

When the factory starts When we “think” and equip ourselves with the “hands and feet” for efficient execution, the logic of growth is completely rewritten. This quiet yet profound transformation is reprogramming the very DNA of China’s manufacturing sector—and its ripples are already clearly visible.

About Pound flag

Pangqi Technology was founded in 2013, with unmanned factories and unmanned warehouses as its target scenarios. The company is committed to making global manufacturing smarter by achieving end-to-end intelligence and full automation. It has now grown into... A global leader in AI-powered, unmanned factories and warehouses.

Pangqi Technology via Independently build a digital foundation for small-scale AI models tailored to industrial verticals. , provide An integrated solution of “AI + Software + Hardware + Services” We are driving the unmanned upgrade of global smart manufacturing, intelligent logistics, smart cloud warehouses, digital energy, and smart industrial parks, helping our customers set a new global benchmark for superfactories—and we’ve already implemented these solutions worldwide. 2000+ The project covers countries and regions including China, North America, Europe, and Southeast Asia.

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