Cerebrium

Cerebrium is a serverless cloud infrastructure platform designed for building, deploying, and scaling AI applications without managing underlying hardware. It provides a managed environment for running GPU-accelerated workloads with low cold start times, enabling both real-time inference and large-scale batch processing. The platform is intended to simplify the operational complexity of production AI systems while maintaining high performance and reliability.

Cerebrium offers serverless GPUs with support for over 10 GPU types, allowing teams to match model requirements with optimal hardware configurations. Developers can deploy models as APIs, run large batch jobs, and orchestrate complex AI workflows through a unified interface. The platform emphasizes low-latency startup, making it suitable for interactive applications such as chatbots, recommendation engines, and real-time analytics. Built-in autoscaling and resource management help optimize cost and performance, while observability tools support monitoring, logging, and debugging of deployed workloads.