Full-stack AI infrastructure from ground to cloud
Nscale is a full-stack AI infrastructure platform for companies running large-scale AI workloads.
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Nscale is built around reserving and deploying GPU capacity for AI workloads, from training to inference. Users can reserve GPUs directly through the platform and deploy on Nscale Cloud, a managed environment that includes dedicated inference, customizable Environments, and managed Kubernetes and Slurm for orchestrating compute. Bare metal instances are also available for teams needing dedicated, unmanaged GPU infrastructure with enterprise IAM and security controls layered on top.
The platform is organized into four components: Nscale Cloud (managed AI services and bare metal instances), Nscale Infrastructure (dedicated GPU and CPU compute with fast networking and storage, described as "Fleet Operations"), Nscale Data Centers (modular, liquid-cooled facilities designed for low power usage effectiveness), and Nscale Energy & Power (dedicated energy infrastructure including behind-the-meter power and microgrid islands). This vertically integrated approach covers power sourcing and data center construction through to the cloud software layer that AI teams interact with.
Nscale is aimed at AI labs, enterprises, and industry-specific users such as telecommunications companies and AI-native companies building and deploying models at scale. Telco companies are described as using Nscale's GPU infrastructure for 5G network optimization and AI analytics, while AI-native companies use it for model development and deployment. Pricing is not published on the site; access to GPU capacity is arranged through reservation and direct contact with Nscale.
Provides dedicated inference capacity for AI teams to run models within the managed Nscale Cloud platform.
Offers bare metal GPU instances as part of managed platform services for dedicated compute access.
Delivers dedicated energy infrastructure, including behind-the-meter power and microgrid islands, for resilient AI operations.
Delivers high-performance networking and storage infrastructure to support AI workload demands.
Manages dedicated GPU infrastructure operations tailored to customer operational requirements.
Provides GPU and CPU compute resources as part of Nscale's dedicated infrastructure offering.
Allows customers to reserve access to thousands of GPUs tailored to their capacity needs.
Offers managed Kubernetes and Slurm orchestration for deploying and scheduling AI workloads.
Operates modular, liquid-cooled data centers engineered specifically for AI workloads with low PUE.
Lets AI teams configure and deploy customizable Environments for running their workloads on Nscale Cloud.
Provides enterprise identity and access management and security controls within the managed cloud platform.
Nscale offers full-stack AI infrastructure including Nscale Cloud, Infrastructure, Data Centers, and Energy & Power. No public pricing is listed; access is via reserving GPUs or contacting Nscale directly.
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Common questions answered by our AI research team
Nscale Cloud is a managed platform for AI teams that includes dedicated inference, customizable Environments, managed Kubernetes and Slurm, enterprise IAM, and security, plus bare metal instances.
Yes, Nscale Cloud includes managed Kubernetes alongside managed Slurm for orchestrating AI workloads.
Yes, Nscale offers bare metal GPU instances as part of its dedicated GPU infrastructure alongside GPU and CPU compute and fast networking and storage.
Nscale Cloud provides enterprise IAM (identity and access management) and security as part of its managed platform for AI teams.
Yes, Nscale's purpose-built data centers are liquid cooled, modular, and designed for low PUE (power usage effectiveness).




