SoftBank has led a $500 million Series F round valuing Agile Robots, the Munich-based humanoid robotics company, at $8.5 billion. The deal, announced by the company, brings Agile Robots' total funding to $2 billion and makes it, by its own account, the most valuable privately owned robotics firm in Europe.

Nvidia, Hitachi Group and T.Capital also joined the round. That investor lineup matters: Nvidia supplies the computing backbone of most modern robotics stacks, and Hitachi brings industrial reach. Both are betting that Agile Robots can convert lab-grade humanoids into factory-floor volume.

Where will the money go?

The company laid out three uses. It will expand in the United States, add production capacity — including in Germany — and enter new markets. The German expansion has a concrete anchor: a production site at Fürstenfeldbruck, near Munich, opened early in 2026 with capacity for up to 10,000 legged and wheeled humanoid robots a year.

"This funding allows us to accelerate our global expansion, strengthen our presence in key markets and build out production capacity," CEO Zhaopeng Chen said in a statement.

Dennis Chang, managing partner at SoftBank Investment Advisers, framed the bet in terms of scale rather than research. "Agile Robots combines deep robotics expertise with the ability to execute at industrial scale, enabling it to bring Physical AI into everyday operations," Chang said in a statement. Physical AI (machine intelligence that acts on the physical world through robotic bodies) has become the industry's shorthand for the commercial end of robotics.

How fast can production actually ramp?

The numbers tell a cautious story. Agile Robots aims to produce roughly 2,000 humanoid robots in 2026, according to Bloomberg, with output potentially running two to three times higher in 2027. Against the Fürstenfeldbruck site's 10,000-unit annual capacity, that leaves considerable headroom — and considerable execution risk.

The company has already put its latest systems into trials with industrial customers, including Volkswagen's Audi. Its flagship humanoid, the Agile ONE, has entered initial production at the Fürstenfeldbruck facility.

Chen is candid about the gaps that remain. "We are fast-approaching the tipping point where humanoids will be more efficient," he said, according to Bloomberg. But he and the industry aren't there yet. Battery life, weight balance and the quality of real-world training data all remain unsolved problems, Bloomberg reported.

How does the company train its machines?

Agile Robots has taken an unusually direct approach to training data: it films workers performing tasks and uses that footage to teach its robots. Chen described the method in October at a technology event in Turin, Italy. It's a pragmatic answer to the data problem — human demonstration as the curriculum — and it aligns with how rivals are attacking the same bottleneck.

The company's track record predates the humanoid push. Founded in 2018 as a spinout from the German Aerospace Center, it has deployed more than 20,000 robotic solutions worldwide, the company said.

How does the deal compare with the market?

Two reference points frame the valuation. First, the round is smaller than discussed: Bloomberg reports the company had been in talks for roughly $800 million as recently as June. A $500 million close at an $8.5 billion valuation suggests investors priced the ambition, but trimmed the check.

Second, the competitive bar. Neura Robotics, another German startup, was valued at approximately $7 billion in June, according to The NextWeb. Agile Robots' $8.5 billion clears it — and the company says no other privately held European robotics firm is worth more.

There's also history here. SoftBank led Agile Robots' $220 million Series C back in 2021, according to The NextWeb, so the Japanese investor is doubling down on a position it has held for nearly five years rather than opening a new one.

The bet, stripped to its core: that humanoid robotics moves from pilot trials at Audi to volume production within two years, and that the company holding Europe's richest robotics valuation can fill a 10,000-unit factory. The money is in place. The physics problems aren't solved yet.