Cortex is production ML infrastructure that handles deployment and serving of machine learning models at scale. It provides serverless-style workloads for realtime, async, and batch inference with automated autoscaling across CPU and GPU instances. Built on AWS EKS, it supports declarative cluster configuration, spot instance handling, CI/CD integrations, and observability through metrics and logging dashboards.