Common technologies in the AI stack include Python data science libraries like NumPy and Pandas, frameworks like TensorFlow and PyTorch, and tools for data versioning, MLOps, model management, and monitoring. Cloud services provide scalable data storage, GPUs for training, and inference hosting.