Denpex delivers automated cluster diagnostics and root-cause analysis for high-performance GPU infrastructure and AI training fleets. Denpex isolates hardware anomalies, silent data corruption, and network bottlenecks across NVIDIA H100 and B200 clusters before they cascade across training jobs.