Less than three months after emerging from stealth, XDOF, a startup that collects real-world teleoperation data for training general-purpose robots, is in late-stage talks to raise a Series B at a valuation of about $1.2 billion valuation led by 8VC, several people with knowledge of the deal said.

XDOF was co-founded by UC Berkeley researchers Philipp Wu (CEO) and Fred Shentu (CTO) in 2024. TechCrunch reported on the startup’s $70 million Series A in June, with participation from Thrive Capital, Andreessen Horowitz, Lux, and Spark Capital. XDOF wasn’t planning to raise again so soon after that round. But the company’s rapid growth — with annualized revenue approaching $50 million — prompted VCs to approach it about a new round, the people said.

TechCrunch was unable to learn the total capital being raised or whether the valuation includes the new funding. The terms of the deal are not final and could still change.

XDOF and 8VC didn’t respond to our request for comment.

The startup aims to build the data pipelines, collection tools, and annotation systems that frontier AI labs and robotics companies can’t easily build themselves, essentially acting as an outsourced data-supply chain for the robotics industry.

As a PhD student, Wu was studying how robots learn from large datasets. One big impediment to his research was the lack of “large-scale data to work with,” he told TechCrunch in June.

So he teamed up with Shentu on a project called GELLO, a low-cost teleoperation system that allows a human operator to control a robotic arm remotely in order to generate training data. Their work led to an influential paper in robotics.

That research formed the foundation for XDOF, which investors now describe as the Scale AI or Mercor for physical robotics, a reference to the data-labeling giants that helped fuel the AI boom. Unlike LLMs, which initially trained on the entirety of the internet, physical robots don’t have an equivalent real-world dataset to draw from, making data collection a critical bottleneck to building general-purpose machines.

XDOF is partnering with UC Berkeley’s AI Research lab to release what it believes is the largest collection of high-quality robot training data ever assembled, dubbed ABC. 

To capture this data, XDOF combines remote robot teleoperation with human collectors who wear sensors to record everyday tasks like folding clothes and flattening boxes.

The startup plans to hire and train teams of data collectors worldwide, including teleoperators who steer robots remotely and egocentric operators who wear body sensors to capture movement data.  

XDOF previously told TechCrunch that it is already working with 20 customers, including several frontier AI labs.

Other startups attempting to collect real-world data for robot training include Mecka AI, as well as human-data platforms expanding beyond LLMs, such as Scale AI and Micro1.

Super Eagles striker Victor Osimhen produced a mixed night for Galatasaray on Friday, scoring against İstanbul Başakşehir before being forced off with an injury that could raise concerns over his availability for Nigeria’s upcoming 2027 Africa Cup of Nations qualifiers.

Osimhen opened the scoring in the 17th minute with a stunning effort to put Galatasaray ahead.

Read Also: “My Injury Changed Everything” — Aiyegbeni Reveals How Achilles Blow Ruined Chelsea Move

However, his night was cut short after he appeared to suffer a problem following a challenge with Christopher Operi in the 23rd minute. The Nigerian striker continued briefly but later felt the problem again after making a run behind the defence and signalled that he could not continue.

Osimhen was eventually substituted in the 33rd minute, with Barış Alper Yılmaz coming on as his replacement.

Initial reports describe the problem as a suspected muscle/groin injury, but there is currently no confirmed diagnosis or recovery timeline. Osimhen himself reportedly admitted after the incident that he did not yet know whether the injury was serious.

The timing could be significant for Nigeria.

The Super Eagles are scheduled to begin their 2027 AFCON qualifying campaign against Madagascar on September 23, before travelling to face Guinea-Bissau on September 27.

That leaves Nigeria with just under three weeks before the Madagascar encounter, meaning Osimhen could still have time to recover if the injury proves minor. However, a significant muscle strain or tear could put his participation in doubt.

For now, Osimhen has not been ruled out of the Super Eagles’ upcoming matches, and his availability will depend on further medical examinations and his recovery over the coming days.

The immediate concern for Nigeria will therefore be the results of those assessments.

He scored a spectacular goal, but the biggest question tonight is whether Osimhen will be fit when Nigeria need him most.