A fast-growing enterprise preparing to operationalize large-scale AI workloads faced a common but high-stakes reality: traditional data centre design principles were no longer sufficient. Their roadmap required high-density GPU infrastructure capable of supporting GenAI training, model fine-tuning, and latency-sensitive inference—yet the…

