AI & HPC Data Centers
Fault Tolerant Solutions
Integrated Memory
Governments, neoclouds, telecommunications providers, and enterprises require greater control over data, models, infrastructure, and operations to deploy and scale sovereign AI securely and efficiently.
Enabling jurisdictional control over data, models, and AI outputs is critical for satisfying compliance, supporting data residency rules, and protecting intellectual property (IP) and sensitive information.
Supporting AI innovation requires scalable, high-performance infrastructure while maintaining security and reducing exposure to critical systems, shared data, and enterprise operations.
Operating sovereign AI environments requires strong governance and continuous optimization to maintain performance, availability, and risk mitigation as workloads and regulatory requirements evolve.
With deep design expertise at the intersection of data center AI infrastructure and memory solutions, Penguin Solutions helps organizations deploy and operate full-stack sovereign AI factories that support security, compliance, performance, and digital independence.
Sovereign AI deployments require integrated infrastructure, software, and services that enable technology independence, control, and innovation. Penguin Solutions OriginAI® infrastructure solution delivers validated AI factory reference designs for scalable, full-stack AI training and inference workloads.
By integrating compute, memory, storage, networking, security, and intelligent cluster management software, OriginAI provides a production-ready foundation to help organizations accelerate deployment while supporting compliance, performance, and long-term growth.
Designing and standing up a sovereign AI environment is complex. Penguin Solutions reduces that complexity through expert-led design, build, deploy, and management services that accelerate implementation and reduce the risk of delays, rework, or mismatched infrastructure decisions.
Penguin Solutions experts have deployed and are actively managing sovereign AI environments, including the SK Telecom Haein cluster—one of Korea’s largest sovereign AI clusters.
Once deployed, sovereign AI environments must remain efficient, secure, available, and adaptable. As workloads, governance requirements, and user demands evolve, operational expertise becomes critical to sustaining long-term performance and compliance.
With ClusterWareAI™ AI Factory Platform operating system software and our expert services, Penguin Solutions manages day-to-day operations and simplifies cluster management while improving resource availability and sustaining performance as workloads evolve.


Establish sovereign AI environments with the control, policy compliance, and performance needed to support national initiatives, research, and public-sector operations.

Turn national-scale networks, data flows, and regulatory relationships into sovereign AI services that help governments and enterprises access secure, in-region AI capabilities.

Build sovereign AI infrastructure as a service with validated architectures, rapid deployment, and operational expertise designed to support secure, multi-tenant AI workloads.

Maintain control over critical data, protect intellectual property, and reduce third-party risk while supporting deployed enterprise AI initiatives at scale.
In collaboration with SK Telecom, Penguin Solutions designed, built, deployed, and continues to manage Haein as a national-scale sovereign AI platform for GPU-as-a-service. Located in SK Broadband’s Gasan AI Data Center, Haein brings together 1,032 NVIDIA B200 GPUs, 10 PB of high-performance storage, and 50 miles of networking to support demanding AI workloads across Korea’s AI ecosystem while reinforcing data sovereignty and in-country operational control.
The cluster reached production in 60 days, launched with 100% of nodes within the target performance range, and after one year in operation has maintained greater than 99% hardware availability and 100% SLA compliance, according to internal performance data.
Supported by dedicated in-country operations, Haein offers a real-world example of how sovereign AI infrastructure can be deployed quickly and operated reliably at scale for sustained operational success.


OriginAI® is an AI factory infrastructure solution built upon proven, pre-defined AI architectures that scale from hundreds to more than 16,000 GPU clusters. OriginAI integrates these validated technologies with Penguin’s intelligent, intuitive cluster management software and expert services.

Simplify the deployment and management of AI clusters to quickly realize high productivity. Bare-metal hardware, network, and software resources are transformed into high-performance cluster environments, streamlining administration complexity, and optimizing resource availability.

Penguin Solutions has designed and deployed large NVIDIA DGX clusters, with high-speed NVIDIA InfiniBand networking and optimized storage. We have relationships and expertise with most storage vendors, allowing us to provide bespoke solutions for every customer.
Reach out today to learn how Penguin Solutions can help governments, neoclouds, telecommunications providers, and enterprises build and operate their sovereign AI infrastructure with confidence.