integrates compute hardware, data center operations, orchestration software, and data services to manage AI workloads across owned and collocated facilities. The infrastructure is used by enterprises, research organizations, and technology companies that require large-scale processing capacity for generative AI and other data-intensive applications. Nscale also supports deployment and management of AI environments through systems that coordinate resource allocation, workload scheduling, and distributed computing operations.