XDOF raises $70M to sell the data work robot labs do not want to own
Philipp Wu, Fred Shentu and Nemo Jin are turning teleoperation, annotation and robot ops into a picks-and-shovels business for physical AI.
By Ryan Merket · Published
Primary source: Digg / Aligned News
Why it matters
XDOF is attacking the least photogenic but most defensible layer of robotics: the data factory. If physical AI scales, teleoperation, evaluation and data quality may become as strategic as model architecture.

Philipp Wu (@philippswu), Fred Shentu (@YideShentu) and Nemo Jin (@itsnemojin) took XDOF out of stealth on June 17th with $70 million in funding and a public data release meant to make the company more than another robotics lab chasing a humanoid demo.
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