Core Viewpoint - The company, Shanghai Hehe Information Technology Co., Ltd., is experiencing significant trading activity and financial performance, with a focus on intelligent text recognition and commercial big data services [1][2]. Group 1: Financial Performance - For the period from January to September 2025, the company achieved a revenue of 1.303 billion yuan, representing a year-on-year growth of 24.22% [2]. - The net profit attributable to the parent company for the same period was 351 million yuan, showing a year-on-year increase of 14.55% [2]. - As of September 30, 2025, the company had a total of 13,700 shareholders, an increase of 53.87% compared to the previous period [2]. Group 2: Business Operations - The company's main business segments include intelligent text recognition for C-end products (81.65% of revenue), commercial big data for B-end products and services (9.44%), and other related services [2]. - The company has a high financing balance of 483 million yuan, which accounts for 2.37% of its market capitalization, indicating a strong position in the market [1]. Group 3: Shareholder and Dividend Information - The company has distributed a total of 200 million yuan in dividends since its A-share listing [3]. - Notable changes in institutional holdings include the exit of several funds from the top ten circulating shareholders as of September 30, 2025 [3].

Core Viewpoint - Hehe Information has submitted an application for listing on the Hong Kong Stock Exchange, aiming to raise funds primarily for AI technology research and international business expansion, marking a new chapter in its capital market journey [1] Group 1: Company Developments - The launch of the TextIn platform's medical invoice recognition product addresses long-standing pain points in the medical industry related to invoice processing [1] - The product demonstrates strong generalization capabilities, compatible with various invoice formats issued by hospitals across the country without the need for customization [2] - The product has been applied in multiple fields, assisting medical insurance institutions in quickly and accurately reviewing reimbursement documents and providing efficient information extraction for commercial health insurance claims [3] Group 2: Product Features - The medical invoice recognition product effectively tackles challenges such as inconsistent invoice formats, complex table structures, and low-quality images [1][2] - It features advanced document parsing capabilities, allowing for precise identification and logical restoration of complex table structures, regardless of the format [2] - The product supports ten core types of medical invoices and can extract six categories of key information, outputting in a structured JSON format for easy integration [3]

Quantitative Models and Construction Methods 1. Model Name: Liquidity Impact Coefficient Model - **Model Construction Idea**: This model measures the liquidity impact of index adjustments on individual stocks by calculating the ratio of net fund flows to the stock's recent average daily trading volume[12][13] - **Model Construction Process**: The liquidity impact coefficient for a stock is calculated as follows: $$ impact_{i} = \sum_{k=1}^{N} \frac{\Delta weight_{k,i} \times AUM_{k}}{amt\_avg_{i,20}} $$ - \( \Delta weight_{k,i} \): Estimated weight change of stock \( i \) in index \( k \) - \( AUM_{k} \): Total assets under management of passive products tracking index \( k \) as of the end of November - \( amt\_avg_{i,20} \): Average daily trading volume of stock \( i \) over the past 20 trading days as of the end of November[12][13] - **Model Evaluation**: The model provides a quantitative framework to estimate short-term liquidity shocks caused by index adjustments, but it is subject to data discrepancies and assumptions, which may lead to deviations from actual results[13] --- Model Backtesting Results Liquidity Impact Coefficient Model - **Top 5 Stocks with Highest Positive Impact Coefficients**: - Zhangjiagang Bank (002839 CH): 11.55[15] - Jiangzhong Pharmaceutical (600750 CH): 11.44[15] - Tower Group (002233 CH): 11.04[15] - Jichuan Pharmaceutical (600566 CH): 10.14[15] - Zhengbang Technology (002157 CH): 9.99[15] - **Top 5 Stocks with Highest Negative Impact Coefficients**: - Shenzhen Expressway (600548 CH): -24.95[16] - Vanward Electric (002543 CH): -20.90[16] - Aviation Materials (688563 CH): -14.06[16] - Huaxi Biology (688363 CH): -10.81[16] - Ninghu Expressway (600377 CH): -10.54[16] --- Quantitative Factors and Construction Methods 1. Factor Name: Net Fund Flow Factor - **Factor Construction Idea**: This factor estimates the net fund inflow or outflow for stocks due to index adjustments, based on changes in index weights and the total AUM of passive products tracking the index[9][10] - **Factor Construction Process**: - Outflow Amount: Total AUM of linked products multiplied by the stock's actual weight in the index as of the end of November - Inflow Amount: Total AUM of linked products multiplied by the estimated weight of the stock in the index post-adjustment - Weight estimation is based on free-float market capitalization and index-specific weighting rules, such as dividend yield weighting or market capitalization weighting[9][10] - **Factor Evaluation**: The factor provides a transparent and systematic approach to estimate fund flows, but it is sensitive to assumptions about future index weights and AUM changes[9][10] --- Factor Backtesting Results Net Fund Flow Factor - **Top 5 Stocks with Highest Net Fund Inflows**: - Victory Precision (300476 CH): 112.61 billion CNY[10] - Dongshan Precision (002384 CH): 99.32 billion CNY[10] - Guangqi Technology (002625 CH): 77.81 billion CNY[10] - Sugon Information (603019 CH): 65.44 billion CNY[10] - Top Group (601689 CH): 53.07 billion CNY[10] - **Top 5 Stocks with Highest Net Fund Outflows**: - China Mobile (600941 CH): -40.02 billion CNY[11] - CRRC Corporation (601766 CH): -36.40 billion CNY[11] - Aluminum Corporation of China (601600 CH): -34.29 billion CNY[11] - TCL Zhonghuan (002129 CH): -30.07 billion CNY[11] - Huagong Tech (000988 CH): -27.44 billion CNY[11]

Group 1 - The report emphasizes that the Chinese stock market is entering a favorable zone, with a significant opportunity for investment in the upcoming months due to a convergence of policy, liquidity, and fundamentals [12][14][13] - The report identifies key sectors to focus on, including technology, financial services, and consumer goods, suggesting a strategic shift towards more aggressive investment positions [14][12] - The anticipated growth in the Chinese capital market is supported by a reduction in previous valuation discounts, with expectations of double-digit profit growth in the non-financial sector by 2026 [13][12] Group 2 - In the technology sector, companies like Tencent and Alibaba are highlighted for their robust revenue and profit growth, driven by advancements in AI and cloud services [20][24] - The electronics industry is seeing accelerated demand for domestic AI solutions, with companies like Haiguang Information benefiting from this trend [32][8] - The communication sector is expected to thrive due to increased capital expenditure on AI infrastructure, with significant growth anticipated in light communication technologies [39][40] Group 3 - The machinery sector is experiencing growth, with companies like Changying Precision and Hengli Hydraulic showing improved profitability and market positioning [6][8] - The automotive industry, particularly Weichai Power, is noted for steady revenue and performance improvements, indicating a positive outlook [6][8] - The healthcare sector, with a focus on innovative pharmaceuticals, is recommended for investment, particularly in companies like Ying'en Bio [6][8] Group 4 - The consumer sector is poised for recovery after a three-year adjustment period, with low valuations and potential policy support creating structural opportunities [14][12] - Companies in the retail and food & beverage sectors, such as Shoulu Hotel and Yanjing Beer, are highlighted for their improving performance metrics [6][8] - The financial sector, particularly non-bank financial institutions like Huatai Securities and China Ping An, is expected to benefit from market reforms and improved profitability [6][8]

上海合合信息科技股份有限公司（以下简称"公司"）已于 2025 年 10 月 31 日发布公司 2025 年第三季度报告，为便于广大投资者更 全面深入地了解公司 2025 年第三季度经营成果、财务状况，公司计 划于 2025 年 12 月 10 日（星期三）16:00-17:00 举行 2025 年第三季度 业绩说明会，就投资者关心的问题进行交流。 证券代码：688615 证券简称：合合信息 公告编号：2025-051 上海合合信息科技股份有限公司 关于召开 2025 年第三季度业绩说明会的公告 本公司董事会及全体董事保证本公告内容不存在任何虚假记载、误导性陈述 或者重大遗漏，并对其内容的真实性、准确性和完整性承担法律责任。 重要内容提示： 一、 说明会类型 会议召开时间：2025 年 12 月 10 日（星期三）16:00-17:00 会议召开地点：上海证券交易所上证路演中心（网址：https://roa dshow.sseinfo.com/） 会议召开方式：上证路演中心网络互动 投资者可于 2025 年 12 月 3 日（星期三）至 12 月 9 日（星期二） 16:00 前登录上证路演中心网站首页点击" ...

一、 信息披露义务人及其一致行动人的基本信息 1.身份类别 | | □控股股东/实际控制人及其一致行动人 | | --- | --- | | | 5%以上大股东及其一致行动人 ☑其他 | | 投资者及其一致行动人的身份 | □合并口径第一大股东及其一致行动人（仅适用 | | | 于无控股股东、实际控制人） | | | □其他______________（请注明） | 2.信息披露义务人信息 | | | 证券代码：688615 证券简称：合合信息 公告编号：2025-052 上海合合信息科技股份有限公司 关于持股 5%以上股东权益变动触及 1%刻度的提示性公告 上海合合信息科技股份有限公司（以下简称"公司"）持股 5%以上股东东方富海 （芜湖）股权投资基金管理企业（有限合伙）－东方富海（芜湖）股权投资基金（有限 合伙）（以下简称"东方富海"）及其一致行动人东方富海（芜湖）股权投资基金管理企 业（有限合伙）－东方富海（芜湖）二号股权投资基金（有限合伙）（以下简称"东方 富海二号"）保证向本公司提供的信息真实、准确、完整，没有虚假记载、误导性陈述 或重大遗漏。 公司于 2025 年 11 月 28 日收到股东东方富 ...

Group 1: Investment Recommendations - Monthly stock recommendations include: XJ Electric (000400.SZ) in power equipment, Zai Jian Pharmaceutical (688266.SH) in pharmaceuticals, Chip Source Microelectronics (688037.SH) in electronics, Hehe Information (688615.SH) in computers, Changying Precision (300115.SZ) in robotics & electronics, China Life (601628.SH) in non-banking, Shentong Express (002468.SZ) in transportation, Yahua Group (002497.SZ) in new metal materials, Global New Material International (06616.HK) in building materials, and Haidar (920699.BJ) on the Beijing Stock Exchange [3] Group 2: Power Equipment - XJ Electric (000400.SZ) is recommended due to: (1) Price reductions in secondary equipment, electric meters, and distribution network equipment may have bottomed out, indicating a potential rebound in the core business; (2) Severe challenges in renewable energy consumption with expectations for significant growth in ultra-high voltage direct current projects; (3) The offshore wind sector is expected to experience high prosperity during the 14th Five-Year Plan, which may open up opportunities in the direct current equipment industry [4] Group 3: Pharmaceuticals - Zai Jian Pharmaceutical (688266.SH) is recommended because: The existing core business has four products on the market, with future products expected to accelerate growth; the III phase pipeline DLL3 is expected to solidify the core business and has high overseas potential; the II phase pipeline PD1/TIGIT may provide significant growth flexibility; future dual-antibody/multi-antibody platform products are anticipated to open up growth space [6] Group 4: Electronics - Chip Source Microelectronics (688037.SH) is recommended due to: Rapid growth in demand driven by AI for advanced processes and storage, leading to accelerated expansion of wafer fabs; as a leading domestic supplier of large wet processing equipment, it continues to make breakthroughs in coating and developing equipment, with successful industrialization of chemical cleaning equipment; the market for domestic substitutes in coating and cleaning equipment is expected to grow significantly [8] Group 5: Computers - Hehe Information (688615.SH) is recommended because: In Q3 2025, revenue grew by 27.5% year-on-year, and profit increased by 34.9% year-on-year; AI products are continuously iterated, and the TextIn xParse platform provides general document parsing services for LLM downstream tasks, which may open up B-end market space; as a global leader in OCR, the company has 189 million monthly active users for its main C-end products, and the upcoming listing in Hong Kong is expected to further expand overseas markets and release growth potential [10] Group 6: Robotics & Electronics - Changying Precision (300115.SZ) is recommended due to: The robotics business supplies leading domestic and international robot manufacturers, with significant valuation elasticity; the consumer electronics business is deeply tied to Apple, and new projects like AI glasses are expected to bring revenue growth [12] Group 7: Non-Banking - China Life (601628.SH) is recommended because: The asset-liability matching is excellent, with a focus on annuities with an actual duration of about 10 years, leading to a narrowing duration gap; the early transformation to dividend insurance sales has resulted in a 51.72% share of new single premium in Q1 2025, outperforming most peers; future dividend payment capabilities have room for growth due to the reclassification of assets [13] Group 8: Transportation - Shentong Express (002468.SZ) is recommended due to: The "anti-involution" trend in the express delivery industry is expected to strengthen, with a potential recovery in prices by 2026; as one of the leading companies in the express delivery sector, it has significant profit elasticity and may have entered a period of sustained validation [16] Group 9: New Metal Materials - Yahua Group (002497.SZ) is recommended because: The dual main businesses of lithium hydroxide and civil explosives are running concurrently, with stable contributions from the explosives business and potential rebound in lithium business; the lithium segment is expanding production in partnership with Tesla, and the African K mine is expected to contribute to performance during the lithium price bottoming period [18] Group 10: Building Materials - Global New Material International (06616.HK) is recommended due to: The pearlescent pigment industry has strong consumer attributes, with a history of double-digit growth and annual price increases; upstream high-quality natural materials are depleting, leading to a concentration of core resources in leading companies; the acquisition of Germany's Merck SUSONITY has positioned the company as an industry leader and opened up high-end market opportunities [20] Group 11: Beijing Stock Exchange - Haidar (920699.BJ) is recommended because: It is a leading domestic supplier of server slide rails, breaking industry monopolies and leading self-replacement; the company has successfully entered the higher technical barrier server market and is a qualified supplier for major server manufacturers; the focus on high-value new products in AI server liquid cooling is expected to enhance profitability [22]

国家知识产权局信息显示，上海生腾数据科技有限公司、上海合合信息科技股份有限公司、上海临冠数 据科技有限公司、上海盈五蓄数据科技有限公司取得一项名为"一种知识图谱的扩展更新方法及装置"的 专利，授权公告号CN114036173B，申请日期为2021年11月。 天眼查资料显示，上海生腾数据科技有限公司，成立于2017年，位于上海市，是一家以从事专业技术服 务业为主的企业。企业注册资本30000万人民币。通过天眼查大数据分析，上海生腾数据科技有限公司 共对外投资了1家企业，参与招投标项目430次，财产线索方面有商标信息316条，专利信息128条，此外 企业还拥有行政许可1个。 声明：市场有风险，投资需谨慎。本文为AI基于第三方数据生成，仅供参考，不构成个人投资建议。 来源：市场资讯 上海合合信息科技股份有限公司，成立于2006年，位于上海市，是一家以从事软件和信息技术服务业为 主的企业。企业注册资本14000万人民币。通过天眼查大数据分析，上海合合信息科技股份有限公司共 对外投资了16家企业，参与招投标项目272次，财产线索方面有商标信息216条，专利信息297条，此外 企业还拥有行政许可7个。 上海临冠数据科技有 ...

Core Viewpoint - The stock of Shanghai Hehe Information Technology Co., Ltd. has experienced fluctuations, with a current price of 203.40 CNY per share, reflecting a year-to-date increase of 42.07% [1][2]. Company Overview - Shanghai Hehe Information Technology Co., Ltd. was established on August 8, 2006, and is located in Shanghai and Hong Kong. The company specializes in intelligent text recognition and commercial big data technologies, providing digital and intelligent products and services to both C-end users and B-end clients across various industries [2]. - The company's revenue composition includes: 81.65% from intelligent text recognition C-end products, 9.44% from commercial big data B-end products and services, 4.87% from intelligent text recognition B-end products and services, 3.48% from commercial big data C-end products, and 0.55% from other sources [2]. Financial Performance - For the period from January to September 2025, the company achieved a revenue of 1.303 billion CNY, representing a year-on-year growth of 24.22%. The net profit attributable to the parent company was 351 million CNY, with a year-on-year increase of 14.55% [2]. - As of September 30, 2025, the company had a total of 13,700 shareholders, an increase of 53.87% from the previous period, with an average of 7,063 circulating shares per shareholder, up by 124.38% [2]. Stock Performance and Market Activity - On November 28, the stock price of Hehe Information fell by 2.00%, with a trading volume of 88.5966 million CNY and a turnover rate of 0.45%. The total market capitalization is 28.476 billion CNY [1]. - The net outflow of main funds was 6.8436 million CNY, with large orders accounting for 23.30% of purchases and 26.85% of sales [1]. - The stock has seen a 4.31% increase over the last five trading days, a 6.20% decrease over the last 20 days, and a 9.99% increase over the last 60 days [1]. Shareholder Information - Since the A-share listing, the company has distributed a total of 200 million CNY in dividends [3]. - As of September 30, 2025, several funds, including 泰信中小盘精选混合 and 大摩数字经济混合A, have exited the list of the top ten circulating shareholders [3].

Core Insights - The stock price of Hehe Information increased by 2.18% on November 24, reaching 199.25 CNY per share, with a total market capitalization of 27.895 billion CNY [1] - The company has seen a year-to-date stock price increase of 39.17%, with a recent decline of 2.80% over the last five trading days [1] Company Overview - Hehe Information, established on August 8, 2006, is located in Shanghai and specializes in intelligent text recognition and commercial big data technologies, providing digital and intelligent products and services to both C-end users and various B-end clients [1] - The revenue composition of the company includes: 81.65% from C-end intelligent text recognition products, 9.44% from B-end commercial big data products and services, 4.87% from B-end intelligent text recognition products and services, 3.48% from C-end commercial big data products, and 0.55% from other sources [1] Financial Performance - For the period from January to September 2025, Hehe Information reported a revenue of 1.303 billion CNY, representing a year-on-year growth of 24.22%, and a net profit attributable to shareholders of 351 million CNY, reflecting a year-on-year increase of 14.55% [2] - The company has distributed a total of 200 million CNY in dividends since its A-share listing [3] Shareholder Information - As of September 30, 2025, the number of shareholders increased by 53.87% to 13,700, with an average of 7,063 circulating shares per shareholder, up by 124.38% [2] - Notable changes in institutional holdings include the exit of several funds from the top ten circulating shareholders [3]