Core Viewpoint - Noitom Robotics has completed a Pre-A+ round of financing, raising several hundred million RMB, with plans to enhance its data solutions for humanoid robots and accelerate its development in the industry [2]. Group 1: Financing and Investment - The recent financing round was led by Qiming Venture Partners, with participation from various institutions including Wuyuan Capital and Junlian Capital, and saw oversubscription [2]. - The funds will be primarily used for research and development in multi-modal data collection, processing, and delivery technologies, as well as to build a scalable data production system and engineering platform [2]. Group 2: Company Overview and Team - Noitom Robotics focuses on providing high-quality, scalable training data and infrastructure capabilities for the humanoid robot and embodied intelligence industries [2]. - The company is led by Dr. Dai Ruoli, a co-founder of Noitom Ltd., who has over 15 years of experience in motion capture and human-computer interaction [3]. - Dr. Han Lei, the Chief Scientist, has a strong background in robotics and reinforcement learning, previously leading Tencent's Robotics X Lab [3]. Group 3: Data Collection Strategies - Noitom Robotics has developed a dual approach to data collection: In-the-factory and In-the-wild, ensuring high-dimensional, multi-modal, and high-precision data [4]. - The In-the-factory method focuses on collecting data that surpasses the dimensions and modalities of robots, while the In-the-wild method captures natural human behaviors in real-world scenarios to enhance model training [4]. Group 4: Industry Collaboration - The company has established deep collaborations with around 60 to 70 leading companies in the robotics field, covering various aspects such as data collection equipment and customized data sets [4]. - Noitom Robotics' data path system has been validated through practical delivery to numerous humanoid robot enterprises and embodied intelligence model clients globally [4].

Core Insights - Noitom Robotics has completed a Pre-A+ funding round led by Qiming Venture Partners, with participation from various investors, raising several hundred million RMB in total funding [1][2] - The funding will be used to enhance technology development for multimodal data collection, processing, and delivery, as well as to build a scalable data production system and improve the core technology and engineering team [1][3] - The founder, Dr. Dai Ruoli, emphasizes the recognition of their technology direction and the commitment to long-term development in the field of embodied intelligence [1][2] Company Overview - Noitom Robotics focuses on providing high-quality, scalable training data and related infrastructure capabilities for the robotics and embodied intelligence sectors [2] - The company aims to address the structural changes in data demand within the industry, shifting from small-scale data needs for demonstrations to large-scale, trainable data requirements [2][3] - The company is building a differentiated advantage through the engineering of data factories globally, leveraging advanced motion capture and human-computer interaction technologies [3] Industry Context - The demand for high-quality, scalable training data is becoming a critical factor for advancing robotic intelligence, as noted by investors [4][5] - The year 2025 is anticipated to mark the emergence of significant data needs across the embodied intelligence industry, highlighting the importance of Noitom Robotics' capabilities [5] - Investors recognize Noitom Robotics as a key player in the infrastructure supply for the embodied AI sector, with a strong potential to drive industry growth [4][5]