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Penguin Solutions Inc is the AI Factory Platform Company. It design, build, deploy, and manage next-generation data centers for enterprises, sovereign AI initiatives, and neocloud providers, with deep design expertise at the intersection of data center AI infrastructure and memory solutions, Its Full-Stack AI Factory Platform combines differentiated infrastructure software, memory, compute systems, end-to-end services, and industry partner technologies to help customers accelerate deployment, optimize token economics, and maximize the return on their AI investments. It has has three business segments Advanced Computing, Integrated Memory, and Optimized LED. Majority of sales is from Integrated Memory segment. Majority of sales is from United States.

Nvidia is a leading developer of graphics processing units. Traditionally, GPUs were used to enhance the experience on computing platforms, most notably in gaming applications on PCs. GPU use cases have since emerged as important semiconductors used in artificial intelligence to run large language models. Nvidia not only offers AI GPUs, but also a software platform, Cuda, used for AI model development and training. Nvidia is also expanding its data center networking solutions, helping to tie GPUs together to handle complex workloads.