Modal Labs offers high-performance AI infrastructure that enables developers to run inference, training, and batch processing with sub-second cold starts and instant autoscaling. Their programmable infrastructure, defined in code, provides elastic GPU scaling across clouds and unified observability for AI teams. The platform is designed to help AI teams deploy faster by powering any ML workload, from inference and training to sandboxes and batch processing.