different platforms and systems. These requirements often exceed the capabilities of traditional PCs. Although traditional PCs provide foundational support for certain manufacturing processes, addressing the challenges outlined below typically requires a broader technology ecosystem that includes edge computing, servers, and loT devices. AI PCs, when integrated with these solutions, can play a key role in complementing the ecosystem by enabling localized processing, real-time analytics, and improved operational workflows.