Databricks provides a unified platform that integrates data, analytics, and artificial intelligence. The platform supports various functionalities including data engineering, data science, and machine learning, enabling organizations to leverage their data effectively. It is recognized for its Lakehouse architecture, which combines the best features of data lakes and data warehouses.