Cerebrium

Cerebrium is a serverless AI infrastructure platform designed for teams to build, deploy, and scale multimodal AI applications with minimal operational complexity. It specializes in delivering sub-second cold starts and instant autoscaling for voice agents, video models, LLMs, and other AI workloads across distributed GPU and CPU resources. The platform eliminates traditional infrastructure management overhead by allowing developers to bring their own code or Dockerfile without requiring rewrites or custom SDKs. The platform is particularly distinguished by its low-latency performance—achieving 2-4 second cold starts—and instant access to thousands of GPUs across multiple clouds and regions without reservations or lock-ins. Cerebrium provides comprehensive observability through native OpenTelemetry support, SOC 2 Type II compliance, and HIPAA-ready security standards. A key limitation is that it requires users to understand containerization and deployment workflows, which may present a learning curve for teams without infrastructure expertise.