AI Agent technology, driven by large language models (LLMs), is rapidly emerging as a focal point for practical AI applications. The core value of AI Agents lies in their ability to transform the reasoning power of large models into actionable outcomes, bridging the gap between dialogue and execution while significantly improving human-machine collaboration.
For enterprises, AI Agents serve as highly adaptable digital employees tailored to specific business needs. Enterprise operations involve massive volumes of business data, specialized industry knowledge bases, and complex business process rules. Generic large models often struggle to be directly applied to solve enterprise-specific problems. AI Agents, however, with their capabilities in autonomous perception, decision-making, memory, and tool utilization, demonstrate superior flexibility and efficiency in handling complex tasks, making them increasingly favored by businesses. As practitioners and enablers in the AI wave, Hengtian has actively pursued its AI+ core strategy in recent years, accelerating the transition of AI technology from model fine-tuning to industrial application. This has resulted in mature LLM application development capabilities and rich industry implementation experience.
Recently, Hengtian partnered with a leading financial investment company to develop an enterprise-grade AI Agent capable of continuous self-learning. This solution seamlessly integrates with the client’s internal office automation (OA) systems to enhance operational efficiency, drive organizational intelligence, and cultivate new productive forces.
1. Directly Connecting Multi-Source Data to Build a Dynamic Knowledge Engine
By directly integrating with the client’s internal knowledge bases and diverse data sources, the solution creates an intelligently structured knowledge system capable of dynamic updates and continuous learning. This ensures the digital employee possesses the latest and most comprehensive enterprise information.
2. Intelligent Data Analysis to Build a Task Execution Engine
Leveraging the powerful semantic understanding and logical reasoning capabilities of large models, the solution achieves deep integration and intelligent analysis of enterprise system data. This empowers the digital employee to accurately comprehend business intent and autonomously handle complex tasks.
Equipped with these capabilities, the AI Agent can autonomously extract key information from vast enterprise data pools, providing employees with intelligent knowledge services, such as querying regulations, policies, documents, and reports, and to automate routine tasks like attendance statistics and contract management. This significantly reduces the time cost and operational complexity associated with information retrieval and cross-system operations for employees, greatly enhancing operational efficiency, and allowing staff to focus on higher-value work.
Looking ahead, Hengtian will continue to deepen innovative integration of core AI technologies.
