Spheron aggregates GPU infrastructure from multiple providers into a single marketplace. AI teams can rent on-demand hardware, reserve capacity, and request dedicated clusters with specific networking and configuration requirements. The platform centralizes discovery and deployment for training, fine-tuning, and inference workloads.