NVIDIA Unveils Minerva: End-to-End Observability Platform for AI Factory Infrastructure

NVIDIA has announced Minerva, a new platform providing end-to-end observability for AI factories — the large-scale GPU clusters and data center environments used to train and serve AI models. Minerva targets operators of high-density compute infrastructure who need unified visibility into network health, GPU utilization, workload performance, and fault detection across thousands of nodes. The platform is designed to integrate with NVIDIA's existing networking and compute stack, giving infrastructure teams a single pane of glass for diagnosing bottlenecks and ensuring uptime at scale. For MLOps and platform engineers managing large inference or training clusters, this directly addresses the operational blind spots that emerge when running AI workloads at factory scale. As AI infrastructure complexity grows, observability tooling like Minerva becomes a prerequisite for reliable production operations.