Chamber is a technology platform that provides real-time visibility into GPU utilization, intelligent scheduling, and automatic fault detection to help ML teams optimize their GPU fleets. By enabling smarter resource management across Kubernetes-based clusters, it aims to reduce idle time and accelerate model development without requiring new hardware.