Infrastructure Efficiency: New Cloud Profitability Metric

▤ Summary

This article explains why infrastructure efficiency is becoming a central profitability metric for cloud, MSP, and SaaS providers. It argues that rising costs for GPUs, storage, power, cooling, and licensing are pushing companies to focus on cost per workload delivered instead of simple utilization metrics. It also highlights how architecture choices such as hyperconverged infrastructure and software-defined platforms can reduce operational overhead and improve margins. The piece emphasizes that AI workloads and sovereign cloud requirements make efficiency tracking even more important. Overall, it frames infrastructure economics as a business issue that directly affects competitiveness and service delivery.

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