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XDOF, just three months out of stealth, is in talks for a Series B at a $1.2B valuation

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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.

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2027: ‘Hope on the way’ – NDC backs Kwankwaso on crashing fuel price 

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The National Publicity Secretary of the Nigeria Democratic Congress, NDC, Osa Director, has assured Nigerians that hope is on the way with the party’s presidential candidate, Peter Obi.

Director was reacting to comments by the party’s presidential running mate, Rabiu Kwankwaso, that if Obi is elected, the party will ensure it reduces the price of fuel.

Kwankwaso had disclosed that the cost of energy in the country was too high, adding that the NDC would do whatever was necessary to reduce fuel prices if Obi is elected in 2027.

Speaking on Thursday, Kwankwaso said: “Our collective position now is that the price of energy in this country is too high.

“We are going to do whatever is necessary to ensure that the price of fuel in this country is taken back, including doing whatever we can, including the subsidy.”

Reacting, Director stated that Nigeria would be fine under Obi’s leadership.

In a post on X, he wrote: “Hope is on the way, President Obi is coming. Nigeria shall be OK. A new Nigeria is possible; we can do it.”

2027: ‘Hope on the way’ – NDC backs Kwankwaso on crashing fuel price 

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“Africa Must Own Its Sporting Wealth” — Jide-Ojo Olusola Challenges Leaders at YORA Summit 2026

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Sports247 Chief Executive Officer, Jide-Ojo Olusola, has called on African nations to build sustainable sports businesses capable of retaining talent, attracting investment and generating wealth, insisting that the continent must move beyond producing outstanding athletes to owning the commercial opportunities their success creates.

Speaking during the sports development and creative economy discussions at the Year of Return Africa (YORA) Summit & Expo 2026 in Nairobi, Kenya, Jide-Ojo said Africa’s biggest sporting challenge was not a shortage of talent but the absence of strong structures to develop, promote and commercialise its sporting assets.

Jide-Ojo, who also serves as Media Aide to the Senior Special Assistant to the President on Grassroots Sports Development, Hon. Adeboye Anthony Adeyinka, emphasised the need for stronger domestic leagues and viable professional opportunities for African athletes.

“Africa must own it because we have it,” he declared, urging governments, investors and sports administrators to take greater responsibility for developing the continent’s sporting economy.

Drawing from over three decades of experience in the sports industry, Jide-Ojo explained that sports must be recognised beyond entertainment, recreation and physical fitness as a major economic sector capable of creating employment and attracting substantial investment.

He argued that African sports could achieve commercial success comparable to the continent’s music and film industries if stakeholders deliberately invested in professional competitions, broadcasting rights, sponsorship and digital platforms.

The Sports247 CEO also stressed the importance of creating competitive domestic leagues that would encourage athletes to build successful careers at home rather than depend entirely on opportunities abroad.

Highlighting emerging sporting properties, he cited Nigeria’s Showtime Flag Football as an example of how developing sports can create opportunities for athletes, sponsors, media organisations and entrepreneurs when supported by sustainable business structures.

Jide-Ojo further identified storytelling as a powerful instrument for transforming African sports into commercially attractive products.

He explained that compelling stories about athletes’ backgrounds, struggles, achievements and ambitions could build emotional connections with fans, increase stadium attendance and attract corporate sponsorship.

Using global football stars Lionel Messi and Cristiano Ronaldo as examples, he noted that consistent media exposure plays an important role in developing athletes’ public profiles and commercial appeal.

He consequently challenged African sports journalists and broadcasters to devote greater attention to grassroots competitions, emerging athletes and lesser-known sporting disciplines instead of focusing almost exclusively on established international stars.

Jide-Ojo also referenced projections suggesting that Africa’s sports business market could reach $20 billion by 2032 or 2033, although the estimate was not independently verified.

He maintained that the continent must establish stronger partnerships among governments, private investors, sports administrators and media organisations to unlock the economic opportunities within its sporting ecosystem.

His presentation reinforced YORA Summit 2026’s emphasis on African ownership, entrepreneurship and sustainable investment, with a clear message that the continent must not only develop sporting talent but also build the businesses that benefit from it.

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