Nscale’s $3.5 Billion Figure Deal: Terms, Timeline and Strategic Stakes

Nscale and humanoid-robotics company Figure have signed a multi-year partnership built around AI infrastructure, equity alignment and a potential operational use for robots. The headline commitment is $3.5 billion of compute resources, with an intention to expand the relationship beyond $6 billion. The arrangement could support up to 100,000 Nvidia Vera Rubin GPUs at Nscale’s Barstow, Texas facility, with initial deployments targeted for the second half of 2027. 125

The announced terms

The public disclosures describe an initial $3.5 billion commitment in AI-compute resources for Figure’s AI models and humanoid robots. Nscale and Figure have said they intend to scale that figure to more than $6 billion over time. 125

Nscale will also become a shareholder in Figure and serve as Figure’s preferred compute provider for the next generation of its Helix AI models and humanoid systems. 15

The companies did not publicly disclose key commercial details, including pricing mechanics, payment timing, minimum-use obligations, or the size and terms of Nscale’s investment. That makes the $3.5 billion figure an announced compute commitment, rather than a fully specified cash-payment schedule in the public record. 124

GPU deployment: large ambition, future execution

The infrastructure plan contemplates deployment of the Nvidia Vera Rubin platform with up to 100,000 GPUs. Initial GPUs are targeted to begin arriving in the second half of 2027 at Nscale’s Barstow, Texas site. 125

Two qualifiers matter. First, “up to” 100,000 GPUs is a potential ceiling, not confirmation that every chip will be installed. Second, “targeted” deployment timing indicates an objective rather than a completed rollout. Delivering the full plan depends on data-center construction, hardware availability and the partners’ capacity needs.

Why the partnership matters to Figure

Figure gains a preferred infrastructure relationship designed to support its next-generation Helix models and humanoid robots. 5 The scale of the planned deployment suggests that the companies expect AI compute to be central to Figure’s product-development roadmap.

The deal also potentially reduces one strategic uncertainty for Figure: securing access to large-scale, advanced AI capacity. But it does not itself establish the performance of Figure’s models, the economics of robot deployments, or customer adoption. Those remain the commercial tests of the partnership.

Why it matters to Nscale

For Nscale, Figure is more than a cloud customer. By becoming an investor and preferred compute provider, Nscale ties part of its upside to the robotics company’s progress while pursuing a large, long-duration workload for planned AI infrastructure. 15

That structure may help Nscale differentiate its offering in the AI cloud market: it combines computing capacity with a strategic stake in a customer building physical AI systems. Reuters identified Nscale as a competitor to AI cloud providers CoreWeave and Nebius. 2

It also creates execution and concentration exposure. A major infrastructure build depends heavily on Figure’s continued demand and ability to translate its models and robots into commercial activity. The parties have announced an intention to expand beyond $6 billion, not a guarantee that the full expansion will occur. 125

The supply-chain robotics loop

Nscale and Figure also plan to explore the use of Figure humanoids to help scale Nscale’s supply chain. 5 If that effort advances, Nscale could occupy two roles: supplying the compute behind Figure’s systems and acting as an early potential user of those robots.

For now, this should be read as an exploration, not as a confirmed production deployment or a quantified cost-saving program. No public details were provided on specific tasks, deployment volume, performance targets or implementation dates. 5

The strategic takeaway

The agreement is a significant bet on the possibility that humanoid robotics will become a major market for frontier AI infrastructure. Its most distinctive feature is the combination of a multibillion-dollar compute commitment, a preferred-provider relationship, Nscale’s equity stake in Figure and the prospect that Figure robots could eventually support Nscale’s own operations. 15

The headline numbers are substantial, but the critical milestones are still ahead: initial Texas deployments beginning in the second half of 2027, the pace of any expansion beyond $3.5 billion, and whether Figure can convert large-scale AI capacity into capable, commercially useful humanoid robots. 125