Applied Materials manufactures the specialized equipment and software required to build semiconductors and advanced flat-panel displays. These chipmaking tools directly enable the high-performance data centers powering modern artificial intelligence applications. While the company focuses on hardware infrastructure, its stock performance reflects broader semiconductor demand. Practitioners should monitor these supply chain dependencies for AI scaling.