On-Prem AI Factories, Built to Work on Day One
Building and scaling AI on-premises requires infrastructure designed for performance, efficiency, and growth. Penguin Solutions delivers a comprehensive portfolio of GPU servers and accelerated computing platforms to power model training, inference, and data-intensive workloads.
With AI models growing in size and computational complexity, organizations must balance compute performance, memory capacity, and operational efficiency against the need to scale. Penguin Solutions helps customers navigate this challenge with its portfolio of full-stack AI infrastructure, designing production-ready environments that can be deployed with confidence.
Every AI initiative has a different starting point depending on the workloads, data, and growth plans involved. Penguin Solutions offers a range of advanced compute platforms to meet your organization's specific needs and accelerate innovation.
From GPU-dense compute to large-memory systems to integrated enterprise architectures, each platform is engineered to perform on day one and scale as requirements change. Across its entire portfolio, Penguin delivers real business outcomes, not just raw capacity.
ComputeAI™
Penguin Solutions' GPU-accelerated servers are engineered to deliver the computational power required for modern AI training, inference, machine learning, data analytics, and high-performance computing (HPC) workloads.
Designed to support the latest GPU technologies and high-performance networking architectures, these server systems enable organizations to scale from pilot to production environments, all while maximizing throughput, utilization, and efficiency.
When combined with Penguin Solutions' deep expertise in cluster architecture and AI factory deployment, GPU-accelerated servers provide a flexible foundation for building high-performance AI environments.
MemoryAI™
As large language models (LLMs) and AI inference workloads push memory requirements beyond traditional system limitations, Compute Express Link (CXL) memory expansion servers from Penguin Solutions can help organizations overcome memory bottlenecks.
Penguin Solutions’ patent-pending MemoryAI™ KV Cache Server is the industry’s first production-ready key value (KV) cache server. This big memory solution leverages CXL memory to deliver a high-capacity memory appliance purpose-built to break through the memory wall and support high-performance AI inference at scale.
Backed by decades of advanced memory expertise, Penguin Solutions' MemoryAI KV Cache Server expands memory capacity and improves resource utilization, enabling AI environments to support larger models, longer context windows, and more demanding workloads without excessive infrastructure complexity.
NVIDIA DGX™ Systems
From foundation model training to large-scale AI inference and reasoning, NVIDIA DGX systems deliver the performance of NVIDIA Blackwell™ architecture for the most demanding AI workloads.
As a NVIDIA AI Factory Specialized Partner and an experienced DGX-Ready Managed Services Provider, Penguin Solutions helps customers deploy and operationalize DGX environments at scale with validated architectures, high-performance networking, storage integration, and lifecycle services.
By combining NVIDIA DGX technology with Penguin Solutions' AI factory expertise, organizations can accelerate time-to-value (TTV) and achieve predictable performance for mission-critical AI workloads.
Dell AI Infrastructure
Dell AI infrastructure integrates compute, storage, networking, and software into cohesive, enterprise-class architectures that support AI development and production workloads at scale.
As the 2026 Dell Technologies Global Alliances Americas AI Partner of the Year, Penguin Solutions combines its AI infrastructure expertise with Dell Technologies' enterprise platforms to deliver validated AI factory solutions designed for scalability, reliability, and operational efficiency.
By leveraging proven designs and extensive deployment experience, Penguin Solutions helps organizations accelerate implementation, simplify management, and reduce the risks associated with large-scale AI infrastructure projects.
Talk to the Experts at Penguin Solutions
Penguin Solutions brings together the servers, platforms, services, and expertise to deliver full stack AI infrastructure at scale. Our portfolio of AI servers and integrated computing platforms supports everything from large-scale model training and inference to memory-intensive workloads.