华能智慧招采平台：AI“招采管家”上线

Core Viewpoint - Huaneng's procurement platform has successfully integrated the DeepSeek AI model, completing evaluations for 300 procurement projects, significantly enhancing the digitization of the procurement process [1][3]. Group 1: AI Model Development - Huaneng's bidding company initiated the development of an AI procurement model six months ago, becoming a pioneer in embedding AI into the procurement business chain across the country [3]. - The DeepSeek model has greatly improved the comprehensive analytical capabilities of the AI procurement model, with over 400 bidding projects in trial operation by the end of March, achieving a verification accuracy rate of 90% and a 50% increase in manual review efficiency [3][4]. Group 2: Challenges in Procurement Evaluation - The evaluation process for bids is lengthy and labor-intensive, requiring experts to review extensive documents within a limited timeframe, which can lead to incomplete information extraction and subjective biases [3]. - Huaneng's bidding company aims to enhance evaluation quality and efficiency while mitigating subjective biases and identifying risks of collusion through AI [3][4]. Group 3: Data Utilization and Model Training - Developing a specialized AI model for procurement involves extensive data training, with the team compiling over 200 categories of data and more than 100,000 Q&A pairs to address the model's adaptation challenges [5]. - The AI model has undergone over 30 iterations to improve its ability to analyze various document types, including PDFs and scanned files, and to understand industry terminology [7]. Group 4: Impact on Procurement Process - The implementation of the AI model in the evaluation phase has reduced the average review period from three days to between 1.5 and 2 days, allowing personnel to focus on strategic decision-making rather than repetitive tasks [7]. - In the first quarter, Huaneng completed 10,961 procurement projects, enhancing the quality of service for China Huaneng's procurement operations and promoting the "Huaneng Procurement" brand in the market [8]. Group 5: Future Prospects - The ongoing advancements in computational power and intelligent algorithms are expected to further upgrade and transform the procurement process in the cloud [8].