蒙玺投资李骧：发力“全频段Alpha”，量化行业迎来“精耕细作”时代

Core Insights - The essence of quantitative investment lies in the accumulation and iteration of talent and technology, aiming for engineering success through meticulous refinement of each module [1] - The company positions itself as a performance-driven and technology-focused quantitative investment firm, reflecting the "fine-tuned development" of China's quantitative industry [1][2] - The future strategy includes continuous iteration of strategies and technologies to create a "strictly controlled style of full-spectrum Alpha," aiming to become a robust quantitative investment institution with an international perspective [1][5] Company Development - Founded by Li Xiang in 2016, the company has grown from focusing on low-latency trading to managing over 15 billion yuan in assets, emphasizing a long-term approach [2] - The company has established a centralized research team structure to enhance collaboration and avoid redundant research, akin to an industrial production line [3] - The adoption of AI and non-linear models since 2020 has significantly improved predictive capabilities, with the establishment of an AI Lab in 2025 [3][4] Investment Strategy - The company is focusing on "strictly controlled style of full-spectrum Alpha," which encompasses multiple markets, products, and time frames to capture diverse sources of excess returns [5][6] - The strategy aims to reduce style exposure and volatility, with a diverse product line including market-neutral, index-enhanced, and quantitative stock selection strategies [6] - The company is also expanding its overseas business, indicating a strategic focus on international markets [7] Industry Context - The quantitative investment sector in China is experiencing a resurgence, with total assets under management surpassing 1 trillion yuan, driven by increased trading activity [8] - The industry has evolved through different phases, with a shift towards purer Alpha strategies following a period of adjustment [8][9] - The competitive landscape necessitates a focus on "fine-tuned operations" to iterate strategies and enhance performance, as domestic quantitative investment still lags behind international standards [9]