As hyperscale growth accelerates, the complexity of delivering and managing large-scale data center infrastructure continues to rise. This presentation explores how leading operators and integrators are modernizing supply chain management by deploying integrated systems, IoT technologies, and emerging agentic tools to reduce friction and increase responsiveness from the construction phase through operational handover. The talk will examine how real-time monitoring and data collection from IoT devices can enhance visibility and coordination across logistics, site deployment, and commissioning. The discussion will also highlight early use cases for agentic systems—intelligent, semi-autonomous software agents—that are improving decision-making speed and agility in dynamic environments. From steel and servers to controls and capacity planning, this session will provide insight into how a smarter, more synchronized supply chain can reduce delays, cut costs, and support more scalable AI-ready infrastructure.