Penguin Solutions sits at the center of 2026's shift to agentic AI and inference, which needs large volumes of enterprise-grade memory and integrated computing platforms. It reaffirmed full-year 2026 guidance, saying sales and EPS will land at the upper end on explosive enterprise demand for agentic AI. Q2 FY2026 revenue was $343 million, above the $339 million consensus, and non-GAAP EPS of $0.52 beat the $0.42 forecast. The market had vastly underappreciated its transformation. x.com