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As AI infrastructure becomes more interconnected, traditional maintenance models are not enough. Operators need earlier visibility into changing conditions across power, thermal, controls, and service domains before small deviations become uptime or performance issues. This session will explore how data, analytics and digital services are supporting infrastructure, and why having system-aware operations is now crucial for hosting high-density workloads. Key points of discussion include:

• How condition monitoring, anomaly detection, and analytics provide a system-wide view of infrastructure health
• Moving beyond individual asset maintenance to optimize the performance of the entire infrastructure ecosystem
• The role of integrated data in prioritizing service actions and improving operational resilience
• How moving from reactive decision-making to proactive monitoring leads to site optimization and reduced risk of downtime