Recently, the self-developed AI application development platform of PowerChina Chengdu Engineering Corporation has leveraged capabilities such as natural language processing, multimodal analysis, and scientific forecasting to build an agent cluster that greatly boosts enterprise efficiency, making AI technology a true core engine for high-quality development.

As a comprehensive tool platform integrating production, management, operations, and application, the platform has completed the private deployment of top large models such as DeepSeek, effectively safeguarding enterprise data security. It also integrates six core technology stacks, including a prompt library, an enhanced retrieval engine, and agent construction, providing a full-chain AI solution from development to implementation. The agent cluster includes knowledge-assistance agents, data analysis agents, code generation agents, digital human explanation agents, image recognition agents, and scientific forecasting agents.

The knowledge-assistance agent brings knowledge to life. Through large model technology, it fully covers scenarios such as engineering experience, standards and specifications, design reports, safety knowledge, enterprise management systems, and operations and maintenance knowledge, enabling in-depth parsing and precise retrieval of knowledge and providing intelligent, personalized answers. In process review, it offers optimization recommendations for key process nodes, making management more precise and agile. The data analysis agent makes decision-making more scientific. Through an intelligent query function, it helps personnel at all levels quickly obtain the data they need, reducing the workload of data organization and reporting. Meanwhile, based on users' data analysis needs, the system supports automatically extracting key indicators from chart data and generating analysis documents containing core conclusions, greatly improving analysis efficiency and supporting scientific decision-making and business optimization.

The code generation agent enables zero-latency response. The self-developed basic development platform integrates and encapsulates DeepSeek after local deployment, enabling intelligent generation of custom business code and deeply empowering agile R&D. For design needs such as complex engineering project daily and weekly report forms, quality inspection and evaluation forms, and various process forms, it deeply combines the privately deployed large model with open-source form generation tools to enable one-click form generation and real-time detail adjustment, achieving "zero-latency" response to system form requirements. The image recognition agent lets data speak. In the intelligent recognition of the three rates of drilled rock cores, it achieves full-process automated analysis, greatly improving the efficiency and accuracy of core data processing and truly letting geological data "speak." AI large models, AI image recognition, and other technologies are used to conduct environmental risk assessments of on-site construction operations, identify and alert on violations, and enhance situational awareness for safety control.

The scientific forecasting agent enables early risk warning. Based on GIM-based intelligent advanced geological forecasting technology and driven by the dual cores of "AI + big data," it achieves full-process intelligent management. Through military-grade low-light acquisition, multi-source data fusion, 3D visualization preview, and an intelligent warning platform, this technology accurately presents the distribution of underground risks and pushes warning information within seconds, significantly improving forecasting accuracy and engineering safety and providing reliable guarantees for underground engineering construction.

Technology symbiosis, value co-creation. Chengdu Engineering Corporation continues to introduce the world's top AI models and specialized algorithms in vertical domains, establish an "agent capability matrix," build the "Jinggong Chengcheng" large model, and construct an industrial intelligent foundation for "water-energy-city," driving the industry's paradigm shift from traditional "experience-driven" to advanced "AI-driven" and realizing intelligent reconstruction of all factors, the entire chain, and all scenarios in the industry.