AI Software & Framework Solutions for AI Factories
Every AI factory relies on software and framework layers to tame the complexity of deployment, orchestration, and scaling. Penguin Solutions delivers AI software platforms that enable organizations to build, manage, and optimize AI infrastructure with greater efficiency, control, and confidence.
AI factory success takes more than compute resources. It also requires integrated software platforms that unify workload orchestration, automation, infrastructure management, and scaling.
Penguin Solutions' AI software and framework solutions streamline the deployment and operation of large-scale AI environments. These platforms help organizations reduce complexity, improve resource utilization, and accelerate AI development and production workflows across distributed infrastructure.
These solutions, described further below, include AI software for robust infrastructure deployment and operations as well as powerful enterprise AI models, frameworks, and application blueprints, all deployed and managed by Penguin Solutions experts.
OriginAI®
OriginAI is built on proven, pre-defined AI architectures, integrating validated technologies with Penguin Solutions' cluster management software and expert end-to-end services to build and deploy AI factory environments from the ground up.
Designed for scalability and repeatability, OriginAI helps organizations standardize AI infrastructure deployment and supports a wide range of graphics processing unit (GPU), server, storage, and networking options.
By uniting infrastructure and software layers, OriginAI reduces deployment complexity, improves operational consistency, and accelerates the transition from AI development to production.
ClusterWareAI™ AI Factory Platform Operating System Software
ClusterWareAI is an AI factory platform operating system that simplifies the deployment, management, and scaling of AI infrastructure. As a hardware-agnostic control plane, it unifies orchestration, automation, and lifecycle management so organizations can operate large-scale GPU clusters and AI workloads efficiently.
By unifying infrastructure control and workload management across proven schedulers and Kubernetes, ClusterWareAI reduces operational overhead and improves system reliability, performance visibility, and resource utilization across distributed AI environments.
Deep hardware telemetry, an automated remediation system (ARS) that resolves silent failures before they affect performance or SLAs, and a built-in Penguin Solutions AI Factory Operations Agent together give teams the ability to run natural-language diagnostics and maintain peak performance as clusters grow.
NVIDIA AI Enterprise
NVIDIA AI Enterprise is a comprehensive suite of AI frameworks, libraries, and tools designed to help enterprises develop, deploy, and scale production AI applications. With optimized software for machine learning, deep learning, and data science workloads across hybrid and multi-cloud environments, NVIDIA Enterprise is a versatile solution for enterprise-wide AI initiatives.
As an NVIDIA AI Factory Specialized Partner and an NVIDIA Elite Partner, Penguin Solutions helps organizations implement and operationalize NVIDIA AI Enterprise via validated AI factory architectures, infrastructure integration, and full lifecycle services.
With Penguin Solutions, customers can efficiently deploy NVIDIA's AI software stack while maintaining performance, scalability, and operational consistency across their AI infrastructure.
Talk to the Experts at Penguin Solutions
Penguin Solutions delivers the AI software and framework platforms that power enterprise AI factories. Bring us your AI ambitions and deployment challenges. Our experts will find the right solution to implement and scale your workloads.