Industrial AI is no longer experimental. It is becoming a competitive differentiator. Yet many initiatives stall, not because the value is unclear, but because the foundation is missing. In industrial environments, AI depends on trusted connectivity, real time data, and infrastructure that performs reliably at the factory and at the edge.