As the AI agent emergess as the new frontier in the development of AI industry, Linklogis Inc. (09959.HK, “Linklogis») officially launched the industry’s first AI supply chain document check platform, the “BeeFeather AI Document Check Platform” (referred to as “BeeFeather Platform”). This milestone marks an important step in the company’s advancement in the AI sector.
Tthe BeeFeather platformA light unique AI platform for supply chain finance developed by Linklogis, is a flagship example of its AI Agent product line. It has already been successfully deployed and applied in several financial institutions. This revolutionary achievement is the result of Links‘ in-depth understanding of commercial banking and its competent application of leading leading principles language model technologies. TThe BeeFeather platform integrates the capabilities of General troubleshootingLDP and LDP-GPT, expertly breaking down complex document review and analysis workflows. It precisely identifies pain points at each stage and applies large-scale tailor-made measures. language models to address them, significantly reducing document processing times while improving operational efficiency and business resilience. For example, through its collaboration with Standard Chartered Bank, the BeeFeather platform enabled intelligent risk assessment and optimization of trade finance and payments management processes. This helped the bank‘s customers significantly reduce operational costs and improve delivery efficiency.
An AI agent refers to an intelligent entity based on large language models (LLM) that can understand, plan, make decisions, and execute complex tasks autonomously. Unlike the big ones language models, which primarily provide advice on “how to do something,” an AI agent goes a step further by actively helping to complete tasks itself.
The Linklogis AI Agent platform is built around three basic technological modules: the General problem solverLDP and LDP-GPT. These three components work synergistically within the technical ecosystem, collectively supporting the intelligent transformation of supply chain finance scenarios.
THE General troubleshooting is a crucial intelligent tool module within the AI Agent platform. It specializes in language processing, semantic understanding and document generation, enabling tasks such as multilingual translation, semantic content analysis and high-quality document creation. In the context of supply chain finance, the General troubleshooting Significantly improves AI agent’s efficiency and accuracy in document processing, cross-border business communication and customer service. Through the General problem solverusers can interact with the AI agent in natural language, reach Quickly query, analyze and generate financial documents.
LDP (Linklogis Document Parsing) is the main data entry module of the AI Agent platform. Using proprietary algorithms, LDP integrates advanced image processing from visual models with deep understanding of text from language models, enabling precise analysis of complex documents and conversion of unstructured data into structured information. This ensures a reliable database for planning and executing AI agent tasks. In supply chain finance scenarios, such as document review and invoice analysis, LDP significantly improves the efficiency of data extraction and validation, meeting a wide range of business needs.
LDP-GPT is the brain of the AI agent, serving as the core language model for vertical industries. It combines deep learning with intelligent decision-making capabilities to support complex tasks such as risk assessment, operational optimization and knowledge-based question answering, all tailored to specific industrial contexts. LDP-GPT further improves AI agent‘s task planning capabilities, enabling the delivery of customized supply chain finance solutions and fully meeting customer needs. Linklogis accelerates the full-stack development of its vertical domain big tongue model, LDP-GPT, covering everything from pre-training and fine-tuning to distributed training and inference frameworks for deployment. Linklogis also explores the application of question answering and smart writing technologies based on RAG-based vertical knowledge base in financial institutions, thereby driving innovation and opening new possibilities for the industry.
Industry experts point out that AI agent technology is transforming traditional industries and technology frameworks, with the AI agent vertical market poised to become the next major growth area, potentially surpassing the scale of SaaS. Experienced investors believe that Linklogis, with its deep expertise in supply chain finance and extensive experience serving upstream and downstream clients, is uniquely positioned to capture new market opportunities driven by globalization and technological progress, by positioning Linklogis as a potential leader in the future.
