Penguin Solutions, Inc. operates as a provider of enterprise technology solutions, focusing on high-performance computing (HPC), artificial intelligence (AI) infrastructure, and specialty memory products. The company operates through three primary business segments: Advanced Computing, Integrated Memory, and Optimized LED. The Advanced Computing segment (approximately 47% of fiscal 2025 revenue) delivers HPC and AI infrastructure, including servers, software, and managed services under the Penguin Computing and Stratus brands, catering to complex enterprise and sovereign AI deployments. The Integrated Memory segment (approximately 34% of revenue) designs and manufactures specialty memory and storage solutions, including DRAM modules and flash storage, primarily for networking, telecom, and computing applications under the SMART Modular Technologies brand. The Optimized LED segment (approximately 19% of revenue) provides application-optimized LED components through its Cree LED business. Geographically, Penguin Solutions serves a global customer base with operations across the Americas, Asia-Pacific, and EMEA regions. The company's competitive position is anchored by its ability to provide integrated, hardware-agnostic AI factory platforms and fault-tolerant computing solutions, supported by strategic partnerships with major semiconductor and technology firms. In late 2024, the company rebranded from SMART Global Holdings to Penguin Solutions to reflect its strategic pivot toward AI infrastructure and advanced computing services.