HMCI and Rapt.AI Deploy NVIDIA GB10 Systems to Power First-Ever Municipal AI and Robotics Innovation Ecosystem

21 November 2025 | News

Backed by a $5M investment from the City of Rancho Cordova, the initiative brings NVIDIA Grace Blackwell–powered infrastructure, Rapt.AI orchestration, and NeoCloud scalability to students, startups, and civic innovators.
Image Courtesy: Public Domain

Image Courtesy: Public Domain

The Human Machine Collaboration Institute (HMCI) and Rapt.AI announced the deployment of NVIDIA GB10 systems powered by the NVIDIA GB10 Grace Blackwell Superchip to anchor the AI and Robotics Ecosystem, a first-of-its-kind municipal AI innovation environment designed to make advanced computing accessible, affordable, and inclusive. The initiative is led through strategic collaboration between NVIDIA, HMCI, Rapt.AI, and the City of Rancho Cordova.

The initiative, announced at SuperCompute 2025, is backed by a $5 million investment from the City of Rancho Cordova and unveiled at SuperCompute 2025, the Ecosystem connects academia, startups, and civic innovators through shared AI infrastructure and remote-access training environments.

Rapt.AI provides workload-aware GPU orchestration and automation that simplifies multi-user collaboration and enables seamless scaling—from NVIDIA GB10 local systems to NeoCloud (FarmGPU), a high-performance GPU cloud purpose-built for distributed training, inference, and large-scale data science.

"This initiative is about unlocking opportunity through accessibility," said Sadie St. Lawrence, CEO of HMCI. "By bringing NVIDIA-powered infrastructure to the Sacramento region and combining it with Rapt's orchestration and NeoCloud's scalability, we're giving students, startups, and civic teams the power to innovate locally and impact globally."

"NVIDIA GB10 hardware is extraordinary, but scaling it across a city ecosystem requires intelligent orchestration," said Charlie Leeming, CEO of Rapt.AI. "By pairing GB10 systems with Rapt's platform, Rancho Cordova is proving that municipal AI can deliver enterprise-grade performance, real accessibility, and a sustainable model other cities can follow."

"FarmGPU is proud to extend HMCI's local AI capacity with our NeoCloud platform, strengthened by our partnership with Solidigm's AI Central Lab in Rancho Cordova," said JM Hands, CEO of FarmGPU.

Launching in early 2026, the AI and Robotics Ecosystem will provide both on-site and remote access to NVIDIA infrastructure for model evaluation, fine-tuning, simulation, multimodal experimentation, and large-scale data science—powered by Rapt.AI's orchestration layer and FarmGPU's NeoCloud scalability.

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