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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.

Taiwan Semiconductor Manufacturing Co. is the world's largest dedicated chip foundry, with about 70% market share in 2025. TSMC was founded in 1987 as a joint venture of Philips, the government of Taiwan, and private investors. It went public in Taiwan in 1994 and as an ADR in the US in 1997. TSMC's scale and high-quality technology allow the firm to generate solid operating margins, even in the highly competitive foundry business. Furthermore, the shift to the fabless business model has created tailwinds for TSMC. The foundry leader has an illustrious base of customers, including Apple, AMD, and Nvidia, that look to apply its cutting-edge process technologies to their semiconductor designs. TSMC employs more than 83,000 people.