Figure built a $39 billion humanoid company on one BMW body shop

One robot in one body shop

Fact On January 18, 2024, Figure announced a commercial agreement with BMW Manufacturing to put general-purpose humanoids into the Spartanburg, South Carolina plant. The release described a milestone-based plan: identify use cases first, then stage the deployment. It was the company's first commercial deal, signed less than two years after its 2022 founding.1

Fact The scale behind that headline was small. Fortune reported on April 6, 2025 that, according to BMW spokesperson Steve Wilson, only one Figure robot worked at the plant at any given time, and that until around March it ran only outside production hours. BMW said the robot would begin loading parts for short intervals during live production.6

Our read For anyone selling robots into factories, the interesting part is how far one named plant carried Figure. A single robot at a single BMW site became the reference point for two funding rounds, a factory and a second customer. Figure has sold a story of deployment more effectively than it has sold robots, and the gap between the two is where its commercial risk sits.

What the Spartanburg line produced

Fact In November 2025 Figure retired its Figure 02 fleet and published a post-mortem. The company said the robots helped produce more than 30,000 BMW X3s, loaded more than 90,000 sheet-metal parts and logged more than 1,250 hours on 10-hour shifts, Monday to Friday. Figure named the forearm as the top hardware failure point of the residency.9

Fact Figure's timeline in the same post-mortem showed how long the ramp took. Units reached Spartanburg within six months of initial bring-up, and full deployments ran on an active line only by month ten. Figure estimated the fleet walked about 1.2 million steps, or roughly 200 miles, and said Figure 03 re-architected the wrist electronics to remove the cabling that failed.9

Fact BMW's own account, reported by eWeek on March 2, 2026, matched the volume figures but described a 10-month test in 2025 in which Figure 02 positioned sheet-metal parts for welding. The same announcement put BMW's first European humanoid pilot at its Leipzig plant with Hexagon Robotics' AEON, not with Figure.10

Our read Read together, the two accounts tell a plant buyer what the anchor actually proved. One task, sheet-metal loading, ran on a live line for most of a year and fed a hardware redesign. It did not prove multi-robot fleet operation, and BMW's decision to run its next pilot with another vendor shows the anchor customer is still shopping. An exclusive anchor and a reference anchor are different assets, and Figure holds the second kind.

The cap table works as a sales channel

Fact Six weeks after the BMW deal, on February 29, 2024, Figure raised $675 million at a $2.6 billion valuation from investors including Microsoft, the OpenAI Startup Fund, NVIDIA, Jeff Bezos through Bezos Expeditions, Parkway Venture Capital, Intel Capital, Align Ventures and ARK Invest. It announced a collaboration with OpenAI on AI models for humanoids at the same time.2

Fact On September 16, 2025, Figure said it had more than $1 billion in committed capital in a Series C at a $39 billion post-money valuation, led by Parkway. Participants included Brookfield Asset Management, NVIDIA, Macquarie Capital, Intel Capital, LG Technology Ventures, Salesforce, T-Mobile Ventures and Qualcomm Ventures. Figure said the money would go to BotQ, GPU infrastructure for training Helix, and human video data collection.7

Fact The second named customer came out of that cap table. When Figure announced its agreement with Catalyst Brands on May 26, 2026, it said Brookfield, an investor in both companies, supported the deal, and that it was Figure's first commercial link with a Brookfield portfolio company.12

Our read Figure's investors are doing work a channel partner would normally do. Brookfield brought a retail operator, and investors such as LG and T-Mobile run factories and store networks of their own. This is cheaper than building an integrator network, but every deal sourced this way carries a question a plant manager will ask: did the buyer choose the robot, or did the shareholder choose it for them.

Owning the model after OpenAI

Fact On February 4, 2025, Figure said on X that it was leaving its collaboration with OpenAI, a longtime investor, TechCrunch reported. Founder Brett Adcock argued that embodied AI has to be vertically integrated with the hardware. He told TechCrunch the company cannot outsource AI "for the same reason we can't outsource our hardware."3

Fact Sixteen days later, on February 20, 2025, Figure introduced Helix, a vision-language-action model with two parts: a 7-billion-parameter vision-language model running at 7 to 9 Hz, and an 80-million-parameter visuomotor policy producing actions at 200 Hz. Figure said it was trained on about 500 hours of teleoperated demonstrations and runs entirely on embedded, low-power GPUs on the robot.4

Our read The split changed what Figure sells. With a borrowed model, Figure was a hardware vendor whose intelligence came from a partner. With Helix, every deployment hour becomes training data the company keeps, which is a stronger reason to run pilots at a loss. It also means Figure alone carries the reliability risk in a customer's plant, with no larger lab to share blame or engineering load.

Building capacity before the orders

Fact On March 15, 2025, Figure announced BotQ, a manufacturing facility whose first-generation line can build up to 12,000 humanoids a year. Figure said its supply chain could scale to 100,000 robots within four years and that it keeps actuators, hands and batteries in-house while outsourcing piece parts.5

Fact Figure 03, unveiled on October 9, 2025, was redesigned for volume. Robotics 24/7 reported that Figure moved from CNC machining to die-casting, injection molding and stamping, and said each unit now costs much less to build. On April 30, 2026, eWeek reported Figure's statement that it had delivered more than 350 Figure 03 robots and raised output from one robot a day to one an hour in under 120 days, with end-of-line yield above 80%.811

Fact Figure 03 was also built for homes. Robotics 24/7 reported foam padding at pinch points, washable soft goods, a body 9% lighter than Figure 02, and coils in the feet that let it charge at 2 kW by stepping onto a wireless stand. Figure described the robot as designed for the home, commercial settings and global scale.8

Our read One robot an hour is a demonstrated cycle time, and Figure has not said how many shifts BotQ runs or who received the 350 units. Two customers have been named so far. Capacity built ahead of disclosed demand is a bet that falling unit cost will create buyers, and the longer the customer list stays at two, the more BotQ looks like inventory risk and the less it looks like a moat.

Our read Designing one body for both a body shop and a living room spreads Figure's engineering across two buyers with opposite requirements. A plant wants uptime and a service contract, and a household wants safety and a consumer price. So far only the industrial buyer has signed, which suggests the home features are a valuation story until a paying household customer appears.

The second customer and the missing price

Fact Catalyst Brands, the parent of JCPenney, Aéropostale, Brooks Brothers, Lucky Brand and Nautica, is starting Figure 03 at its Distribution Logistics Center in Reno, Nevada, on repetitive sorting and packing around the site's Joey Pouch induction system, according to Figure's May 26, 2026 release and local trade coverage the next day. Neither company disclosed a robot count or commercial terms.1213

Fact Figure's peer Agility Robotics, by contrast, published its model in an October 2026 SEC prospectus: an illustrative Robots-as-a-Service fee of $8,500 per robot per month plus a one-time deployment fee of about $25,000, against a build cost of about $150,000 at launch.14

Our read Figure has not yet had to price a fleet contract in public. Its first deal was milestone-based with a famous OEM and its second was brokered by a shared investor, two situations where price can stay vague. A $39 billion valuation implies tens of thousands of robots on paid contracts, and the first buyer that runs a competitive tender against a published RaaS rate will force Figure to show its unit economics.