自2018年创办以来，"天狼星"评选以严谨公正的评审标准成为人力资源领域的权威标杆，始终关注行业 的进步与变革，希望以此为契机，记录并鼓励那些在人力资源管理中不断突破、持续进化的企业力量。 本届评选由Moka、北京通用人工智能研究院、HRflag 联合举办，涵盖人力资源AI实践卓越奖、最佳雇 主品牌奖、人力资源数字化最佳实践奖、最佳团队奖以及人力数字化先行者五大类奖项。 近期，第八届中国人力资源"天狼星"榜单正式揭晓，专注于中国消费领域的线上市场运营商量化派凭借 在人力资源数字化领域的卓越实践，从众多参评企业中脱颖而出，成功斩获"人力资源数字化最佳实践 奖"。这一权威奖项的获得，既是对量化派借助数字化手段，全面提升管理水平与组织韧性的高度认 可，也彰显了量化派在人力资源管理数字化方面的实力。 此次获奖并非偶然，而是量化派长期坚持技术创新与组织进化的必然结果。近年来，公司业绩持续高速 增长，总收入从2022年的4.75亿元增至2024年的9.93亿元，2025年前五个月实现收入4.14亿元，同比增 长38.11%。在盈利能力方面，经调整溢利从2022年的1.26亿元跃升至2024年的3.63亿元，复合年增长率 ...

Core Viewpoint - Quantitative Holdings Limited has successfully completed its initial public offering and listing on the Hong Kong Stock Exchange on November 27, 2025, under the stock code 2685.HK, with KPMG serving as the reporting accountant throughout the listing process [3]. Company Overview - Quantitative Holdings is an online market operator focused on the Chinese consumer sector, continuously engaging in high-frequency consumption scenarios such as e-commerce and O2O automotive retail, gradually building an efficient integration system of "users - products/services - consumption scenarios" [5].

Core Insights - The company, Quantipai Holdings Limited, successfully listed on the Hong Kong Stock Exchange on November 27, 2025, with China International Capital Corporation Hong Kong Securities Limited and CITIC Securities (Hong Kong) Limited as joint sponsors [1] - The IPO involved a global offering of 13,347,500 H shares, priced at HKD 9.8 per share, with oversubscription rates of 9,366.28 times for the Hong Kong public offering and 15.07 times for the international offering [3] - On the listing day, the opening price was HKD 26.00, representing a 165.31% increase from the issue price, and the stock reached a high of HKD 27.8, marking an approximate increase of 183.67% by midday [3] Company Overview - Quantipai focuses on the Chinese consumer sector, particularly in e-commerce and O2O automotive retail, establishing an efficient integration system of "users - products/services - consumption scenarios" to drive growth and synergy for business partners [3] - As of May 31, 2025, the company has connected over 60.3 million registered end customers and 2,646 business partners, indicating steady growth in platform scale [3] Technology and Innovation - The company has developed a comprehensive user profiling and analysis system, holding 9 patents and 58 software copyrights, with a technical team comprising approximately 35% of its workforce [4] - The self-developed large model "Quantipai Star Inquiry" completed the registration of generative AI algorithms in October 2024, laying a solid foundation for future intelligent applications in various consumer scenarios [4] - With the deep integration of digital and physical economies, the demand for intelligent upgrades in the consumer sector is expected to continue, positioning Quantipai as a crucial hub for precise matching of consumer demand and industry supply [4]

Core Viewpoint - The demand for intelligent upgrades in the consumer sector will continue to be released, with Quantitative Holdings positioned to play a crucial role in matching consumer demand with industrial supply through its dual advantages in AI technology development and application [4]. Group 1: Company Overview - Quantitative Holdings is set to officially list on the Hong Kong Stock Exchange on November 27, 2025, under the stock code "2685" [3]. - The company plans to globally offer 13,347,500 H-shares at a price of 9.8 HKD per share, with the Hong Kong public offering being oversubscribed by 9,366.28 times and the international offering by 15.07 times [3]. - As of the latest closing, the share price is 17.35 HKD, giving the company a market capitalization of approximately 9 billion HKD [3]. Group 2: Business Model and Technology - Quantitative Holdings focuses on high-frequency consumer scenarios such as e-commerce and O2O automotive retail, creating an efficient integration system of "users—products/services—consumption scenarios" [3]. - The company has connected over 60.3 million registered terminal customers and 2,646 business partners as of May 31, 2025, indicating steady growth in platform scale [4]. - The proprietary "Quant Star" AI technology platform integrates five major systems, providing modular and full-link digital solutions to enhance customer acquisition efficiency, conversion rates, and overall operational capabilities [4]. Group 3: Intellectual Property and Future Prospects - Quantitative Holdings has established a mature user profiling and analysis system, holding 9 patents and 58 software copyrights, with a technical team comprising about 35% of its workforce [4]. - The self-developed large model "Quant Star Inquiry" completed the filing of generative AI algorithms in October 2024, laying a solid foundation for future intelligent applications in various consumer scenarios [4].

Group 1 - The core viewpoint of the article highlights the successful IPO of Quantipai Holdings Limited on the Hong Kong Stock Exchange, with significant oversubscription and a substantial increase in share price on the first day of trading [1][2] - Quantipai's IPO involved a global offering of 13.3475 million H-shares, priced at HKD 9.8 per share, with a public offering oversubscription rate of 9366.28 times and an international offering oversubscription rate of 15.07 times [1] - On the listing day, Quantipai's opening price was HKD 26.00 per share, representing a 165.31% increase from the issue price, and the stock reached a high of HKD 27.8 per share, marking an approximate increase of 183.67% by the close on November 28 [1] Group 2 - Quantipai focuses on the Chinese consumer sector, particularly in e-commerce and O2O automotive retail, establishing an efficient integration system for users, products/services, and consumption scenarios [1][2] - The company has connected over 60.3 million registered terminal customers and 2,646 business partners as of May 31, 2025, indicating steady growth in platform scale [1] - The company has developed its own AI technology platform, "Liangxingqiu," which integrates five major systems to provide modular, full-link digital solutions for business partners, enhancing customer acquisition efficiency and overall operational capabilities [2] - Quantipai has established a mature user profiling and analysis system, holding 9 patents and 58 software copyrights, with a technical team comprising about 35% of its workforce [2] - The self-developed large model "Liangxingwen" completed the filing of generative AI algorithms in October 2024, laying a solid foundation for future intelligent applications in various consumption scenarios [2] - Industry experts believe that as the digital economy and real economy continue to integrate, the demand for intelligent upgrades in the consumer sector will persist, positioning Quantipai as a crucial player in matching consumer demand with industrial supply [2]

Core Viewpoint - Quantipai (2685.HK), an online market operator from Beijing, officially listed on the Hong Kong Stock Exchange on November 27, with a first-day increase of 88% [1]. Group 1: Company Overview - Quantipai was founded in 2014 and focuses on the online market operations in the Chinese consumer sector, driven by its mission of "Digital Drives the World, Intelligence Lights Up Life" [7]. - The company leverages its self-developed AI technology platform to provide intelligent and precise consumer experiences for both consumers and partners [7]. - Quantipai offers full-link support for partners, from traffic acquisition to customer management, through digital operations across diverse consumption scenarios [7]. Group 2: IPO Details - The company issued 13,347,500 shares at a price of HKD 9.80 per share [4][5]. - The IPO was significantly oversubscribed, with a subscription multiple of 6055 times [6]. Group 3: Business Model - Quantipai's business model includes smart promotion, enabling collaboration with product suppliers and service providers in the online market [9]. - The company operates a digital technology platform empowered by AI, which includes algorithm modules, product and service empowerment modules, marketing modules, and customer service modules [9]. Group 4: Market Recognition - As of the latest data, Quantipai has attracted over 60.3 million registered end customers through its online market [11]. - The company has over 161,000 business partners providing inventory units through its online platform [12]. Group 5: Industry Outlook - The market size of online consumer stores in China, measured by total transaction value, is projected to grow at a compound annual growth rate (CAGR) of 16.5% from 2020 to 2024 and 9.1% from 2024 to 2029 [19]. Group 6: R&D and Technological Advancements - As of May 31, 2025, 35% of the company's workforce will be technical personnel [22]. - Quantipai holds a total of 9 patents and 581 software copyrights [23][24]. - The large model "Liangxingwen" has completed the necessary regulatory filings for AI services, indicating recognized capabilities in research and development [25]. Group 7: Financial Data - The total revenue for Quantipai is projected to reach RMB 9.93 billion by May 31, 2024, up from RMB 4.75 billion in 2023 [28]. - The adjusted net profit is expected to be RMB 3.63 billion by May 31, 2024, compared to RMB 1.48 billion in 2023 [30].

Core Insights - Quantitative Technology Co., Ltd. (stock code: "2685") was listed on the Hong Kong Stock Exchange on the 27th, with an issue price of HKD 9.8 and raised a total of HKD 131 million, netting only HKD 12.37 million after expenses. The opening price surged to HKD 26, an increase of 165%, and closed at HKD 18.5, an 88.78% rise, giving the company a market capitalization of HKD 94.97 billion [1][2][3]. Company Overview - Quantitative Technology operates an online marketplace called "Yang Xiaomiao," which has been active since November 2020, offering a variety of retail products including electronics, food, appliances, cosmetics, jewelry, clothing, and personal care items. The company also runs an O2O platform called "Consumption Map" for automotive retail since April 2022 [2][4]. Revenue Breakdown - Revenue from Yang Xiaomiao accounted for approximately 93.2% and 98.1% of the total revenue for the fiscal years ending December 31, 2024, and May 31, 2025, respectively. The transaction value from Yang Xiaomiao for the years 2022, 2023, and 2024 was significantly driven by installment payment orders [4][5][6]. Financial Performance - Quantitative Technology's revenue for the years 2022, 2023, and 2024 was RMB 475.29 million, RMB 529.67 million, and RMB 993.03 million, respectively. The gross profit for the same years was RMB 312.76 million, RMB 367.66 million, and RMB 961.89 million [5][9]. - For the first five months of 2025, the company reported revenue of RMB 414.14 million, a 38% increase from RMB 300 million in the same period the previous year, with an operating profit of RMB 231.09 million [9][10]. User Metrics - In the first five months of 2025, the average revenue per user was RMB 25,622, with an average of 937,041 monthly active users and 66,888 monthly paying users [8][9]. Shareholding Structure - Prior to the IPO, the company underwent a restructuring, with significant shareholdings held by key individuals and investment firms, including Sunshine Insurance and Gaorong Capital. Post-IPO, the public shareholding is only 2.6% [20][23][24].

Core Insights - The article highlights the profound transformation in the consumer market driven by digitalization, shifting the focus from mere traffic expansion to the core essence of technology [1][4] - The company, Lianghua Pai, leverages its self-developed AI technology platform "Liangxingqiu" to reshape connection logic in the consumer ecosystem, enhancing matching efficiency and user experience [1][3] Company Overview - Lianghua Pai has maintained a strong commitment to R&D, holding 9 patents and 58 software copyrights, with approximately 35% of its workforce being technical personnel as of May 31, 2025 [3] - The company has established core advantages in intelligent recommendation, precise distribution, and user operation through digital operations across diverse consumer scenarios [3] Technology Platform - The "Liangxingqiu" platform operates through five systems: operations, algorithms, marketing, customer service, and product/service empowerment, covering the entire online operation chain for business partners [1][3] - The platform's modular design allows for rapid adaptation to the differentiated needs of various industries and business scales, driving complex online operations [1][3] AI Capabilities - Lianghua Pai's AI technology has evolved significantly, with the "Liangxingqiu" platform accumulating over eight years of experience in customer profiling analysis, enabling real-time preference analysis and dynamic optimization [1][3] - The company's self-developed large model "Liangxingwen" has completed the registration for generative AI services as of October 2024, indicating a shift from traditional analysis and recommendation to advanced generation and prediction capabilities [1] Market Impact - The technology-driven business model of Lianghua Pai not only enhances operational efficiency for business partners but also improves the quality of experience for end consumers, showcasing the immense potential of technology in empowering the consumer industry [3] - The "Liangxingqiu" platform achieves personalized recommendations through intelligent algorithms, significantly improving the matching efficiency between products and users [3][4]

Group 1 - The core viewpoint of the news is that after a brief cooling period, the Hong Kong IPO market has become active again, highlighted by the significant interest in the IPO of Quantitative Group, which saw a dark market increase of nearly 290% [1] - Quantitative Group, a Chinese online market operator, launched its consumer e-commerce platform "Yang Xiaomei" in 2020 and an O2O automotive retail platform "Consumption Map" in 2022 [1] - The founder of Quantitative Group, Zhou Hao, has a strong academic background with a degree from Peking University and a PhD from Rice University, and has worked at notable financial institutions such as Capital One, Barclays, and Morgan Stanley [1] Group 2 - Quantitative Group has faced multiple challenges in its path to capitalization, having attempted to list on the US stock market once and submitted four applications to the Hong Kong Stock Exchange without success [2] - After divesting its core lending business and committing to not engage in such activities in the future, Quantitative Group successfully passed the listing hearing on November 14 and is set to officially list on the Hong Kong Stock Exchange on November 27 [2] - The company aims to raise a net amount of HKD 5.8 million from this IPO, with 55% allocated to enhancing research and development capabilities and 45% for expanding operational models [2]

Group 1 - The core point of the news is that the Hong Kong stock market new IPO, Quantitative Party, saw a significant increase in its dark market trading, rising nearly 200% and briefly opening over 257% higher [1] Group 2 - Quantitative Party is identified as a Chinese online market operator [1]