转自：新华财经 郑彦认为，信贷智能体的核心创新还在于其底层算法的根本性变革。他透露，奇富科技团队在模型优化方面采用了独特的"思维链"数据训练方法。不同于 传统模型只学习非黑即白的违约标签"0"和"1"，信贷智能体还学习并理解业务、风险策略团队的复杂决策逻辑，从而显著提升KS值（好坏样本之间累计 分布的差值）等风控模型指标，实现风险评估精准度的显著提升。 产品落地："台青创业贷"打造特色化服务样本 新华财经北京9月25日电（记者吴丛司）当前金融科技行业发展日益聚焦技术底层能力，奇富科技2025年第二季度财务业绩显示，今年二季度，奇富科技 旗下的数字信贷解决方案服务商奇富数科实现金融科技赋能的放款量同比增长150%，这背后离不开信贷智能体"效率提升"的支撑。 奇富科技高级副总裁、首席风险官郑彦近日在接受记者专访时表示，公司自主研发的信贷智能体已进入内部深度应用阶段，该智能体不仅能有效整合税 务、发票等传统数据，更创新性地引入视频分析等多模态技术，构建起"数据采集-信用建模-资金投放"的全链条技术底座。 技术破局：信贷智能体攻克小微风控盲区 "我们正在做的，是将原来的能力全部整合在信贷智能体中，为未来输出做准备。" ...

Core Insights - The 10th Huawei Connect Conference (HUAWEI CONNECT 2025) recently opened in Shanghai, where QiFu Technology's Chief Algorithm Scientist, Fei Haojun, discussed the company's advancements in financial decision-making engines for small and micro enterprises using large model technology [1][3]. Group 1: Industry Challenges - Small and micro finance faces three core challenges: low data transparency leading to a lack of effective decision-making basis, high diversity of enterprise types resulting in disorganized data formats, and traditional risk control models relying heavily on statistics and decision trees, lacking deep causal and logical reasoning capabilities [3]. Group 2: Technological Advancements - QiFu Technology is upgrading three core capabilities: perception, cognition, and logical decision-making to build a new generation of intelligent decision engines [3][4]. - In the perception layer, the company has developed a financial-specific multimodal large model (MLLM) that accurately analyzes vast amounts of non-standard documents like bank statements and income certificates, showing significant advantages in accuracy and recall compared to mainstream open-source models [3][4]. - In the cognition layer, QiFu has created three knowledge graphs covering 33 million enterprise entities, enabling deep understanding of industry characteristics and complex relationships by linking macroeconomic data with business and legal information [3][4]. Group 3: Decision-Making Innovations - The company has developed a reasoning large model (Reasoning LLM) for risk management in small and micro enterprises, which features full transparency and traceability in its decision-making process, supported by long-chain reasoning data construction and reinforcement learning mechanisms [4]. - This "perception-cognition-decision" integrated technology architecture aims to significantly enhance operational efficiency and risk control accuracy for financial institutions while providing deep understanding and precise services for each small and micro enterprise [4][5]. Group 4: Future Directions - QiFu Technology plans to continue advancing technology openness and ecosystem collaboration, aiming to extend its capabilities to more financial institutions and promote smarter, more inclusive, and sustainable financial services for small and micro enterprises, positioning Chinese solutions for global service [5].

Group 1 - The event "Intelligent Integration Across the Straits: Creating a Future" marks the launch of the "Taiwan Youth Entrepreneurship Loan" initiative in Fuzhou Free Trade Zone, aimed at supporting Taiwanese youth entrepreneurship [1][3] - The initiative is part of nine key measures to support Taiwanese youth entrepreneurship in the Fuzhou Free Trade Zone, focusing on enhancing the business environment through financial technology [3][5] - A strategic cooperation agreement was signed between the Fuzhou Free Trade Zone Management Committee and Qifu Technology to develop a credit evaluation system, innovative financial services, and a healthy supply chain ecosystem [3][5] Group 2 - Qifu Technology's Chief Risk Officer highlighted the launch of the "Taiwan Youth Entrepreneurship Loan," which integrates traditional business data with unique local financial credit certificates to create accurate credit profiles for Taiwanese enterprises [5][6] - The first phase of the "Taiwan Youth Entrepreneurship Loan" has completed assessments for three Taiwanese enterprises, with the highest credit limit set at 500,000 yuan [6] - Qifu Technology initiated a "Dual-Track Entrepreneurship Empowerment Plan," which includes establishing training bases for Taiwanese youth and forming a financial technology innovation alliance to connect resources and accelerate innovation [8] Group 3 - The launch of the "Taiwan Youth Entrepreneurship Loan" signifies a new phase in cross-strait financial integration, emphasizing technology empowerment and ecosystem co-construction [8] - The initiative aims to create a new model of financial support for Taiwanese enterprises, promoting the concept of "doing foreign trade, finding free trade" among Taiwanese businesses [8]

2025年9月22日上午，"智融两岸・创享未来"——福州自贸片区×奇富科技助力台青创业行动启动仪式在 福州自贸片区举行。福州市人民政府党组成员、自贸区福州片区管委会党组书记、主任张新怿，自贸区 福州片区管委会党组成员、副主任马冬根，自贸区福州片区管委会党组成员、副主任林友华，奇富科技 首席风险官郑彦等出席仪式，首批"台青创业贷"签约企业及优秀台青代表，新闻媒体共同见证了这一闽 台金融融合创新时刻。 "福建作为台胞台企登陆第一家园，各项促进两岸融合的政策措施越来越完善，让我们深切感受到了"两 岸一家亲"。如今'台青创业贷'让我们感受到数字金融的温度。"首批获贷企业代表在发言中表示，感谢 福州自贸片区对台优势政策与奇富科技的创新支持，未来将把资金投入技术研发与产能扩张，为闽台产 业融合贡献力量。 此次启动仪式的举办，标志着闽台金融融合进入"科技赋能、生态共建"的新阶段。奇富科技相关负责人 表示，将以此次合作为起点，持续发挥金融科技优势，在自贸区福州片区管委会的支持下，为台青台企 在闽发展搭建更便捷、可持续的支撑体系，助力两岸产业融合迈向更深层次、更高水平，使"做外贸， 找自贸"成为台青台企的广泛共识 。 责任编辑 ...

Group 1 - The event "Intelligent Integration Across the Straits: Creating a Future" marks the launch of a project aimed at supporting Taiwanese youth entrepreneurship in the Fuzhou Free Trade Zone [1] - The initiative is part of nine key measures to support Taiwanese youth entrepreneurship, focusing on financial technology to enhance the integration of advantageous industries between Fujian and Taiwan [3] - A strategic cooperation agreement was signed between the Fuzhou Free Trade Zone Management Committee and Qifu Technology, aiming to develop a credit assessment system, innovative financial services, and a healthy supply chain ecosystem [3] Group 2 - Qifu Technology's Chief Risk Officer highlighted the importance of technology in facilitating financial integration between Fujian and Taiwan, addressing the unique financing needs of Taiwanese entrepreneurs [5] - The "Taiwan Youth Entrepreneurship Loan" product was launched, which integrates traditional business data with local credit certificates and collaborative data from Fujian's industrial parks to create accurate credit profiles for Taiwanese enterprises [6] - The first phase of the loan program has completed assessments for three Taiwanese enterprises, with the maximum credit limit set at 500,000 yuan for individual companies [6] Group 3 - In addition to financial services, Qifu Technology initiated a "Dual-Track Entrepreneurship Empowerment Program," which includes establishing training bases for Taiwanese youth and forming a financial technology innovation alliance to connect resources [8] - The event signifies a new phase in financial integration between Fujian and Taiwan, emphasizing technology empowerment and ecosystem co-construction [8] - The collaboration aims to create a more convenient and sustainable support system for Taiwanese enterprises in Fujian, promoting deeper and higher-level industrial integration [8]

Group 1 - Seeking Alpha welcomes Matthias Frost as a new contributing analyst, encouraging others to share investment ideas for publication [1] - The new analyst has over 10 years of experience in the stock market, transitioning from a professional poker player to focusing solely on investments [2] - The analyst emphasizes strategic thinking, risk management, and simplifying complex situations as key skills developed from poker that apply to investing [2] Group 2 - The analyst prefers technology-driven stocks and those with growth at a reasonable price, particularly in up-trending markets [2] - A significant portion of the analyst's portfolio is allocated to cryptocurrencies and tech stocks, which has led to outperformance compared to broader markets [2] - The analyst aims to provide valuable insights and contribute to the Seeking Alpha community through in-depth investment research [2]

Core Viewpoint - The 2025 China International Service Trade Fair, themed "Digital Intelligence Leading, Service Trade Renewed," showcases advancements in financial technology, particularly by Qifu Technology, under the national "Artificial Intelligence+" strategy [1][4]. Group 1: Company Developments - Qifu Technology has aligned its technological advancements with national policies, focusing on integrating AI into financial services, aiming for over 70% application penetration by 2027 [1][4]. - The company has invested nearly 10 billion in R&D, with over half of its nearly 1,000 patents related to AI, and has a research team exceeding 1,000 members [4]. - Qifu Technology has developed an AI Approval Officer that automates the loan application review process, achieving T+0 approval times and significantly enhancing efficiency while ensuring compliance with regulatory requirements [4][6]. Group 2: Industry Trends - The financial sector is viewed as a prime testing ground for AI technologies, with Qifu Technology aiming to transform AI from a tool into a productive factor through intelligent applications [4][6]. - The company plans to enable one-third of its core business demands to be met through intelligent agents by the end of 2025, indicating a shift towards deeper integration of AI in financial operations [6]. - The evolution of financial intelligent agents is moving from auxiliary roles to core decision-making functions, reflecting a broader trend in the industry towards enhanced efficiency and safety in financial services [6].

Core Viewpoint - Qfin Holdings, Inc. (QFIN), formerly known as Qifu Technology, is highlighted as a promising fintech stock with strong growth, value, and long-term potential [1]. Company Analysis - QFIN is recognized for its favorable position in the fintech sector, suggesting a bullish outlook for the company's future performance [1]. - The analyst emphasizes a focus on fundamental analysis, indicating that QFIN's long-term prospects are more significant than short-term fluctuations [1]. Industry Context - The article reflects a broader interest in fintech stocks, particularly in the context of growth and value, which aligns with current trends in the financial technology industry [1].

Investment Rating - The investment rating for the company is "Buy" for both US and HK stocks [6]. Core Insights - The company experienced a slight fluctuation in risk during 2Q25, with loan volume decreasing by 4.8% quarter-on-quarter to 84.6 billion RMB, and net profit attributable to shareholders decreasing by 3.7% to 1.73 billion RMB [1][2]. - The implementation of the "New Regulations on Internet Lending" on October 1 is expected to be the biggest uncertainty for the industry, potentially affecting business models and profitability, but may lead to a more optimized competitive environment in the long term as non-compliant small platforms are phased out [1][3]. - The company aims to provide stable shareholder returns, having utilized 277 million USD of its 450 million USD buyback plan as of August 14 [3]. Loan Quality - In 2Q25, the risk slightly increased, with C-M2 rising to 0.64% (from 0.60% in 1Q25), and the first-day overdue rate increasing to 5.1% (from 5.0% in 1Q25) [2]. - The 30-day repayment rate decreased to 87.3% (from 88.1% in 1Q25), indicating potential short-term volatility in risk due to liquidity tightening from the new regulations [2]. Loan Volume - The new loan volume in 2Q25 was 84.6 billion RMB, reflecting a quarter-on-quarter decrease of 4.8% but a year-on-year increase of 16.1% [2]. - The company has reduced its light capital loan volume ratio to 41% (from 49% in 1Q25), indicating a more cautious approach from funding sources [2]. Funding Costs - Current funding costs are at a relatively low level, with limited potential for significant further reductions in the future [2]. Profit Forecast and Valuation - The company maintains its net profit forecasts for 2025, 2026, and 2027 at 6.93 billion RMB, 7.49 billion RMB, and 7.93 billion RMB respectively [4]. - The target prices are set at 53.7 USD for US stocks and 210.5 HKD for HK stocks, based on a PE of 6.5x for 2025 [4][10].

Group 1 - Qfin Holdings Inc. - Sponsored ADR (QFIN) has a Zacks Rank of 2 (Buy), indicating a more favorable earnings estimate revision trend compared to Blackstone Inc. (BX), which has a Zacks Rank of 3 (Hold) [3] - Value investors utilize various traditional metrics to identify undervalued companies, including P/E ratio, P/S ratio, earnings yield, and cash flow per share [4] - QFIN's forward P/E ratio is 4.30, significantly lower than BX's forward P/E of 34.29, suggesting QFIN may be undervalued [5] Group 2 - QFIN has a PEG ratio of 0.31, while BX has a PEG ratio of 1.39, indicating QFIN's expected earnings growth is more favorable relative to its price [5] - QFIN's P/B ratio is 1.42, compared to BX's P/B of 6.38, further supporting QFIN's valuation as more attractive [6] - QFIN's overall Value grade is A, while BX's Value grade is D, highlighting QFIN as the better option for value investors [6]