Databricks provides a cloud-based platform for data analytics and artificial intelligence, built by the original creators of Apache Spark. The platform enables organizations to manage and analyze both structured and unstructured data through the innovative 'data lakehouse' concept, which unifies the strengths of data warehouses and data lakes.