Metaflow is a human-centric Python framework designed to help data scientists and engineers build, manage, and deploy real-life AI and ML systems. It provides a unified pythonic API covering data handling, model training, versioning, scheduling, and deployment across cloud platforms like AWS, GCP, and Azure. Originally developed at Netflix to support thousands of ML projects, it handles distributed training, high-performance computing, and model artifact management at scale.