AI & HPC Data Centers
Fault Tolerant Solutions
Integrated Memory
Neoclouds need the ability to seamlessly build, scale, and run GPU-as-a-Service (GPUaaS) AI factories at peak performance to accelerate time-to-revenue while meeting rapidly growing customer demand for AI compute.
Inference and agentic AI demand is outpacing neocloud GPU, power, cooling, and networking capacity, driving the need for rapid deployment, validated architectures, and reliable execution.
AI workloads require consistent throughput and low-latency network performance across dense, multi-tenant environments, which is critical to meeting customer SLAs and avoiding workflow disruptions.
Deploying differentiated GPUaaS capabilities requires aligning infrastructure, deployment expertise, and operational execution across the full AI factory stack—and a trusted partner to deliver it.
Penguin Solutions is a leading provider of memory and AI infrastructure, delivering full-stack AI factory platforms. Backed by decades of experience, we help neoclouds accelerate workloads, scale efficiently, and maximize the value of their AI investments.
Neoclouds need to bring GPU capacity online quickly to meet demand and capture revenue sooner. Penguin Solutions OriginAI® infrastructure solution delivers validated architectures, efficient design support, and proven deployment and management expertise to help accelerate time-to-value. That means less time spent solving infrastructure problems and more time delivering GPUaaS capacity to customers.
AI workloads depend on high-throughput, low-latency network infrastructure that keeps GPUs fully utilized. Penguin Solutions optimizes the full stack, from compute, advanced memory, and networking to overall cluster design and management. Our OriginAI solution incorporates the MemoryAI™ KV Cache Server and ClusterWareAI™ software to ensure consistent, secure performance at scale.
Large-scale AI infrastructure is expensive to build and difficult to manage. Penguin Solutions reduces deployment risk through end-to-end services spanning expert planning, validated designs, and managed services, helping neocloud operators avoid costly delays and rework. That gives GPU cloud providers the confidence to expand capacity and serve their customers' dynamic AI needs while accelerating time-to-revenue.

Penguin Solutions partnered with SK Telecom to power "Haein"—one of Korea's largest sovereign AI clusters, designed to deliver GPUaaS to support large-scale training and inference workloads. Built on validated infrastructure and deployed with precision, the cluster became production-ready in just a few weeks after materials arrived on-site.
Read the full story to discover how to move fast, scale with confidence, and support demanding AI workloads at production quality when collaborating with Penguin Solutions.


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.
Penguin Solutions takes care of the neocloud AI factory so GPU cloud providers can focus on their GPUaaS differentiation. Reach out today to learn how Penguin Solutions can help scale your AI environment for training, inference, and agentic workloads.