Doctrine ORM allows mapping objects to a relational database like MySQL or PostgreSQL. It provides methods for generating entities from classes, persisting and fetching objects, and querying relationships. Key features include generating database schema from entities, custom repositories for queries, and support for common associations like one-to-one, many-to-many, and lazy loading of related objects.