The development of truly intelligent humanoid robots demands unprecedented computational resources, a challenge Figure AI is directly addressing through a new strategic partnership. Nscale, a full-stack AI cloud platform, has announced a multi-year commitment to provide Figure with up to $6 billion in compute, alongside taking an equity stake in the company. This substantial investment is earmarked to power Figure's advanced Helix models and its growing fleet of humanoid robots, leveraging NVIDIA's Vera Rubin platform and potentially up to 100,000 NVIDIA GPUs.

This collaboration highlights a pivotal trend in the AI industry: the extension of the compute-intensive playbook, previously seen in large language models, into the realm of physical AI. Figure's founder and CEO, Brett Adcock, emphasized that compute remains their primary constraint in achieving their vision of bringing humanoid robots to every home. The initial deployment of these powerful GPUs is slated for the second half of 2027 in Barstow, Texas, signaling a long-term strategic alignment between the two companies.

The partnership also positions Nscale as Figure's preferred compute provider, with NVIDIA playing a central role by supplying both the training platform and the chips integrated into Figure's robots. NVIDIA's CEO, Jensen Huang, noted that this collaboration activates the "robotics flywheel," where models are trained on Vera Rubin, validated in NVIDIA Isaac Sim, and then deployed on GPUs within the robots. This integrated approach aims to accelerate the iterative development cycle crucial for complex embodied AI systems.

This deal reflects the escalating arms race for AI compute, particularly as physical AI applications move beyond research labs into commercial deployment. The scale of this commitment underscores the belief that the next frontier of AI will involve intelligent agents interacting with the physical world, demanding infrastructure capable of handling immense data processing and real-time decision-making. Such partnerships are vital for startups like Figure to scale their ambitious projects, providing the necessary backbone for their technological aspirations.