Oracle Data Integrator is a comprehensive ETL tool that can extract data from various sources, transform it, and load it into different target stores. It supports data integration projects including data warehousing, migrations, consolidations, and master data management. ODI has components like the Designer for building integration interfaces, an Agent that orchestrates scenario execution, and a centralized Repository that stores all integration metadata and artifacts.