As the wave of AI large models sweeps across every industry, the field of industrial safety production is undergoing a profound transformation driven by artificial intelligence. As a national-level key “Little Giant” enterprise specializing in industrial safety digitalization for over two decades, Beijing Bangandi Information Technology Co., Ltd. is using its self-developed industrial safety AI large model and enterprise-level AI intelligent agent platform as core engines to accelerate the intelligent leap of industrial safety from “post-incident response” to “pre-incident prevention.”
1. Two Decades of Deep Expertise, Self-Developed Industrial Safety Large Model
Bangandi is a national high-tech enterprise dedicated to comprehensive industrial safety digitalization solutions. The company has been deeply engaged in the hazardous chemicals and petrochemical industries for over 20 years, working closely with emergency management authorities across regions. It holds more than 300 patents and software copyrights and has participated in the drafting of 8 national standards as a contributing unit. Against the backdrop of the rapid development of AI large models, Bangandi has invested substantial R&D resources to independently develop a rich portfolio of industrial safety AI large models based on its extensive business practice experience and long-term accumulated industry data on safety production. These include enterprise comprehensive risk early warning models, medium- and long-term accident risk prediction models, major hazard source safety risk assessment models, enterprise equipment and facility integrity analysis models, special operations risk analysis models, and personnel evacuation models under emergency conditions. These AI large models have been widely applied across Bangandi’s software and hardware products. By controlling unsafe human behaviors, unsafe equipment states, unsafe environmental factors, and management vulnerabilities, the models provide comprehensive perception and proactive detection across the key control elements of personnel, equipment, materials, methods, and environment, enabling safety production to be known, controllable, and visible.
2. Building an AI Intelligent Agent Platform to Construct a Safety Matrix
Building on its deep technical expertise and accumulated industry data, Bangandi has upgraded its AI capabilities from individual point applications to a platform-based, systematic agent production capacity. The company has successfully developed an enterprise-level AI intelligent agent platform, which benchmarks against international mainstream agent platform architectures and forms a complete platform capability expression around six core components: orchestration, knowledge, tools, governance, observability, and deployment. At the technical architecture level, the platform achieves core technologies such as unified large model access, vectorized retrieval foundation, and NL2SQL intelligent data querying, encapsulating enterprise knowledge, data, and business actions into a callable, authorizable, and traceable agent asset pool. This creates a complete production chain from model access, resource management, agent orchestration, to enterprise governance and observability. The platform includes a full enterprise-level governance system covering five dimensions: identity, permissions, release, auditing, and observability, bringing agent applications under production-level control.
Based on the unified platform foundation, Bangandi has built an application group of intelligent agents covering multiple core business scenarios, including special operations agents, major hazard source risk early warning agents, inspection agents, video AI recognition agents, contractor access compliance review agents, alarm agents, and equipment fault diagnosis agents. Among them, the special operations agent forms an executable chain around “work permit + on-site context + institutional knowledge + system verification + manual confirmation,” enabling intelligent management and control of high-risk operations. The major hazard source risk early warning agent establishes risk context around storage tanks, devices, alarms, guarantee responsibilities, and hazard rectification, achieving real-time assessment, graded early warning, and closed-loop supervision. The video AI recognition agent accesses cameras and NVRs to identify abnormal states such as smoke/fire, missing helmets, and boundary violations, generating review summaries and triggering linked responses. The equipment fault diagnosis agent accesses data on vibration, temperature, speed, and spectrum of key pumps and compressors, identifying component-level issues such as imbalance, asymmetry, looseness, gear and bearing faults, and outputting maintenance recommendations and risk assessments. Each scenario agent reuses the same platform foundation, forming a manageable and reusable AI capability delivery chain, allowing AI capabilities to truly take root in industrial safety scenarios.
3. Large-Scale Deployment and Continuous Deepening of “AI + Safety”
Currently, Bangandi has successfully assisted over 1,000 medium and large enterprises in their digital and intelligent transformation, with solutions covering chemical industrial parks, hazardous chemical enterprises, petrochemicals, mining, power plants, and other industries. In practice, Bangandi’s intelligent solutions have significantly improved risk early warning recognition rates and closed-loop hazard handling efficiency for clients, effectively preventing potential leaks and overpressure events through early warnings, substantially reducing unplanned shutdown losses, and delivering quantifiable safety and economic benefits. Compared to traditional customized systems, Bangandi’s productized solutions offer significant cost advantages, greatly lowering the threshold for enterprise intelligent transformation.
Going forward, Bangandi will continue to uphold its corporate mission of “using technology to safeguard safety production,” persistently deepening technological upgrades in areas such as AI large models, AI agents, and digital twins. The company will collaborate with a wide range of partners to deepen market, technology, and industry cooperation in the field of industrial safety digitalization, jointly promoting the shift of “AI + industrial safety” from pilot projects to large-scale deployment, and contributing digital intelligence strength to China’s new industrialization construction. From a traditional safety production solution provider to an enterprise-level AI intelligent agent platform company, Bangandi is reshaping the paradigm of industrial safety management with its deep industry expertise as the foundation and AI technology as the engine. On the track of “AI + safety production,” Bangandi has already found its own acceleration.
