The challenge of manually managing GPU resources for AI workloads has become a significant bottleneck in AI deployment. Rapt.AI, a leader in AI-native GPU optimization, has partnered with Massed Compute, a fast-growing GPU-as-a-Service provider, to introduce autonomous AI infrastructure that redefines the NeoCloud era. This integration, debuted at SuperCompute 2025, represents the first time a NeoCloud platform has delivered workload-aware, self-optimizing GPU management as a seamless capability.
Rapt.AI partners with Massed Compute for autonomous AI infrastructure.
The solution provides real-time GPU optimization and management.
Early benchmarks show up to 14x more workloads on current GPUs.
Enables teams to get models into production four times faster.
Eliminates model performance issues from insufficient GPU resources.
Currently available through limited Early Access Program until December 2025.
The partnership marks a significant advancement in AI compute infrastructure. Instead of requiring manual sizing, tuning, and allocation of static GPU resources, organizations can now run models on an infrastructure layer that optimizes itself in real-time. With Rapt's workload-aware agentic engine running directly on Massed Compute's GPU infrastructure, enterprises can dramatically increase the number of AI workloads at the same cost while eliminating model performance and failure issues caused by insufficient GPU memory, cores, and other resource constraints.
Early benchmarks demonstrate remarkable performance improvements through Rapt's Intelligent Packing™ technology. The solution delivers up to fourteen times more workloads on current GPUs, significantly higher inference throughput at target latency, continuous cost savings through automated optimization, and the elimination of time-consuming infrastructure setup and tuning iterations. This enables teams to get models into production four times faster than with traditional GPU management approaches.
The launch comes at a pivotal moment for the NeoCloud movement as organizations seek more efficient alternatives to legacy hyperscalers. Massed Compute establishes a new benchmark for flexible, autonomous, and cost-efficient compute designed for both startups and large-scale enterprise teams. Rapt manages and unifies NVIDIA's leading GPU generations and other vendors' GPUs across cloud, on-premise, hybrid, and multicloud environments, making it an ideal platform for migrating GPU workloads to NVIDIA Preferred Cloud partners like Massed Compute.
Charlie Leeming, CEO of Rapt.AI, emphasized the transformative nature of the partnership, stating, "This is the moment AI infrastructure becomes autonomous. Rapt was built to give every enterprise the power to run AI at scale without the cost, complexity, or manual engineering effort that traditionally holds teams back. By bringing Rapt to Massed Compute, we're redefining what next-generation cloud performance looks like."
Nic Baughman, Director at Massed Compute, added, "Massed Compute was designed for reliability and direct access to compute power. Partnering with Rapt.AI enables us to offer customers a seamless experience that's more intelligent, cost-efficient, and responsive than conventional GPU clouds."
This partnership represents a significant step toward fully autonomous AI infrastructure, addressing one of the most persistent challenges in AI deployment—the efficient management of expensive GPU resources across diverse workloads and environments.
About Rapt.AI
Rapt.AI delivers AI-native infrastructure orchestration software that dynamically manages, provisions, and optimizes GPU resources across distributed environments. Designed for enterprises, research labs, and AI developers, Rapt.AI automates GPU allocation, sharing, and scheduling delivering up to 10x higher utilization and dramatically lower inference and training costs.
About Massed Compute
Massed Compute is a next-generation AI cloud infrastructure provider offering on-demand GPU and CPU compute power without intermediaries. Owning and operating its own Tier III facilities, Massed Compute ensures unmatched uptime, direct access to NVIDIA GPUs, and full operational control for customers worldwide.
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