Chalk AI is a company that develops a data platform focusing on machine learning and generative AI. It enables data providers to declare features and their dependencies with idiomatic Python in online, streaming, and batch environments and run these definitions on a Rust-based engine. The company offers real-time data analysis, error troubleshooting, and unification of production and training data.