Keysight’s KAI Data Center Builder optimizes AI data center design by emulating GPU workloads, benchmarking backend network performance, and identifying bottlenecks. It enables scalable, cost-effective testing of AI training and inference infrastructure without requiring physical GPUs in the lab.