XDOF Nears $1.2B Valuation in New Series B Talks

According to TechCrunch reporting, robot data startup XDOF is engaged in late-stage discussions for a Series B funding round at a valuation of about $1.2 billion, led by 8VC. Co-founded in 2024 by UC Berkeley researchers Philipp Wu and Fred Shentu, the company builds data pipelines, collection tools, and annotation systems for the robotics industry. Teleoperation refers to the remote control of machinery or robotic systems by a human operator. The startup's rapid growth, with annualized revenue approaching $50 million, drew venture capital interest following its $70 million Series A round in June. Deal terms remain unfinalized, and neither XDOF nor 8VC provided comment.

Unlike large language models that initially trained on internet text, physical robots lack an equivalent massive dataset, creating a major collection bottleneck for general-purpose machines. XDOF functions as an outsourced data-supply chain by combining remote robot teleoperation with human collectors wearing sensors to record everyday tasks. Investors compare this function to data-labeling giants like Scale AI or Mercor, which supported the earlier generative AI boom by supplying structured training information.

As physical robotics continues to face training bottlenecks, XDOF's rapid ascent highlights the growing commercial demand for specialized real-world movement datasets and outsourced infrastructure.