Industrial AI Small Models + Fully Automated Application Integrated Solution

Against the backdrop of Industry 4.0 and the deep integration of intelligent manufacturing, BangQi Technology has taken the lead in the industry by leveraging industrial big data, process strategies, and proprietary KNOW-HOW. Building on standardized industrial scenarios, the company pairs these with tailored mechanistic models and advanced AI algorithmic frameworks to create a collaborative, multi-modal industrial model ecosystem. This enables the delivery of comprehensive AI-powered, software-driven, and hardware-integrated solutions—enabling end-to-end, fully automated processes across the entire value chain. Ultimately, BangQi is transforming into an autonomous industrial intelligence agent capable of self-perception, independent decision-making, adaptive execution, and continuous learning.

Core Platform-Level Systems: LDS Unmanned Collaborative Execution Platform + Industry-Specific Multimodal AI Models

AI Layer: BangQi Industry-Specific AI Small Model Digital Foundation

BangQi Technology is leading the tech industry by leveraging industrial big data, process strategies, and proprietary KNOW-HOW. Based on standardized industrial scenarios, the company pairs these with tailored mechanistic models and advanced AI algorithms to derive the optimal decision for each individual scenario—and then integrates these localized solutions into a cohesive global optimization model chain. This approach enables enterprises to achieve end-to-end, fully automated operations across all processes, significantly reducing labor costs while boosting efficiency and productivity. At its core, this specialized AI mini-model serves as the digital foundation, powering a comprehensive ecosystem that spans every production factor and value chain, ultimately enabling seamless, human-free workflows from start to finish.

LDS Unmanned Collaborative Intelligence Platform

The LDS system is the core middleware driving autonomous, pull-based collaboration across BangQi Technology’s manufacturing processes. Built around the principles of "One Middleware, Five Unifications" (Unified Access, Unified Scheduling, Unified Task Allocation, Unified Execution, and Unified Operations & Maintenance), it enables a single platform to manage the entire factory operation. LDS digitally restructures the business and information flows, as well as operational workflows, between production and logistics, seamlessly bridging data gaps—from warehousing to the production line—and eliminating process bottlenecks and isolated application silos. This integrated approach fosters end-to-end, intelligent, and collaborative operations, transitioning from a logistics-driven to a production-centric, pull-based model. As a result, the system achieves remarkable outcomes: reducing workforce by more than 50%, boosting automation rates to 90%, and delivering significant cost savings coupled with enhanced efficiency.

Application Layer

Refers to the intelligent collaboration platform integrated with LDS (including customer software, in-house developed software, and ecosystem partner software) and intelligent hardware equipment—such as various robots, robotic arms, automated storage systems, customer production equipment, PLCs, and more—all involved across the entire business process.

Industrial AI specialized small models + LDS unmanned intelligent collaboration platform + software and hardware applications

Industry 1+15: Super Factory AI-Driven, Unmanned Standard Scenarios Achieve end-to-end, scenario-specific unmanned capability coverage. Drive discrete manufacturing to move beyond the current industry trend of siloed, single-scenario automation, instead embracing holistic, integrated planning and cross-functional, intelligent collaboration for globally optimal outcomes—truly unlocking cost reductions and efficiency gains.

1: Industry-specific AI Small Model Foundation + LDS Unmanned Collaborative System Platform

15 standardized hardware-and-software integrated scenarios covering end-to-end, all-encompassing use cases across both the production and logistics sides.

BangQi Super Factory's All-Scenario, Full-Process AI-Driven Digital Integrated Solution

A Fully Automated Journey Through Every Step of the Process at BangQi's Super Factory

• Reduce workforce, cut costs50%Above:

• Hardware investment cost reduction30%Above: IT investments have reduced costs, inventory space at all levels has decreased, and investments in warehouse hardware facilities have been cut back.

• Implementing operational cost reduction30%Above: Costs have been significantly reduced due to scenario standardization, modularity, customer usage training, and lower operational maintenance expenses.30%That's all.

• Achieve intelligent, all-scenario collaboration and boost automation rates.90%Above; operational efficiency improved by more than 30%.