ScaleForce reveals two funding rounds in 40 days as embodied AI data demand rises

ScaleForce, a data infrastructure startup focused on embodied AI, has disclosed its first financing update, saying it completed two funding rounds within 40 days. The investors named in the announcement include leading domestic embodied AI industry backers, Hengxu Capital, and Kailian Capital. Though the company has been operating for less than three months, it said a multi-million-yuan data order from TaShi Zhihang has already been fully launched, and that it has formed partnerships with multiple world model companies, leading embodied AI hardware makers, and industry solution providers. The company is positioning itself around a problem now drawing more attention across embodied intelligence: a shortage of high-quality real-world interaction data. In its account, the gap between the data needed to train general autonomous embodied models and the amount of usable physical interaction data currently available remains extremely wide. ScaleForce says its MatrixOS platform is designed to cover collection, processing, cleaning, generalization, management, and delivery of physical AI data. It also disclosed product metrics tied to its ADA and GDP engines, overseas expansion efforts, and the backgrounds of its founding and technical leadership team, including founder Guo Jiangliang, whose prior experience includes Baidu AI Cloud and Innovation Qizhi.