引言 AI 进入物理世界，大众熟悉的画面就那几类。机器狗在草坪上奔跑，人形机器人在发布会上握手，无人车在特定路段穿行。 但还有一条路， 至今仍是块被严重低估的宝藏。 工厂车间、能源场站、工程现场 —— 这些地方没有发布会，没有聚光灯。但中国第二产业增加值近 50 万亿元，制造业规模连续 15 年全球第一。这不是边 缘机会，是中国经济最厚实的地基。 这片主战场 的 门，并不好推开 。 变电站里一个误操作，可能引发大面积停电。煤矿巷道里一次判断失误，可能是人命。这里需要的不是展示型技术，是能在零容错环境下日夜运行的战场 技术。 正因如此，真正敢在这里扎下去的人，寥寥无几。 但总有人会在别人望而却步的地方扎根。这是一支 90 后清华博士团队， 2018 年从一套出租屋起步。 八年 多 时间，深入国家电网、南方电网、五大发电集团，覆盖4 00+ 变电站、6 00+ 新能源场站。 2025 年订单超 5 亿元，三年复合增长率近 70% 。 红杉资本天使轮起连续五年跟投， B++ 轮宁德时代、晶科能源等产业方入局。最懂这个行业的人，选择用真金白银投票。 这家 一直处于水下的 公司 ， 叫江行智能。 01 从变电站里长出来 ...

Core Insights - Jiangxing Intelligent has completed six rounds of financing in seven years, attracting significant investment from top AI venture capital firms in China, indicating strong market confidence in the company's business model and growth potential [1][9] - The company integrates edge computing and AI technologies to empower the digital transformation of the power energy industry, positioning itself as an innovator in the sector [1][3] Company Overview - Jiangxing Intelligent was founded in 2018 and has rapidly developed a leading position in edge computing applications within the power sector, focusing on real-time monitoring and management of substations [2][3] - The company has grown from fewer than 10 employees at its inception to nearly 200, reflecting its robust research and development capabilities and market expansion [9] Technology and Innovation - The company has developed a remote intelligent inspection system that utilizes edge computing to enhance the efficiency and reliability of substation inspections, allowing for remote monitoring and significant cost savings [3][4] - Jiangxing Intelligent's "Yuanwen Big Model" leverages various data sources to improve predictive analytics in power systems, enabling early detection of equipment failures and environmental risks [8] Market Trends - The demand for renewable energy is increasing, and Jiangxing Intelligent is adapting by incorporating drone technology for aerial inspections, providing precise operational information to clients [4] - The establishment of virtual power plants is becoming a mainstream trend, with Jiangxing Intelligent participating as an aggregator, facilitating dynamic load management and contributing to the green energy transition [5][6] Future Outlook - The company plans to accelerate the development of intelligent inspection systems for renewable energy generation sites and virtual power plant platforms, aiming to enhance energy management solutions [9] - Jiangxing Intelligent is focused on integrating composite models with causal learning mechanisms to advance intelligent operations and decision-making in industrial applications [9]