Information Extraction is the automated process of identifying structured data from unstructured or semi-structured machine-readable documents. It sifts through vast amounts of text, pinpointing specific entities and relationships, often powered by Natural Language Processing and Machine Learning techniques. The goal is to transform free-form information into a more organized, database-ready format.