Kili is an AI tool designed to simplify and accelerate the process of data annotation for machine learning models. It allows users to label data in various formats like text, image, audio, and video, providing features such as quality management, collaborative annotation, and automation. Additionally, Kili offers pre-built models for specific tasks, API integration for seamless data flow, and scalability to handle large amounts of data.