Databricks is a cloud-native, unified platform built on open-source technologies including Apache Spark, Apache Iceberg, and Delta Lake, running on AWS, Azure, and GCP. It provides a full-stack environment for data engineering (Lakeflow), data warehousing (Lakehouse serverless SQL), ML/GenAI development (Mosaic AI / Agent Bricks), and governance (Unity Catalog). Lakebase introduces serverless Postgres integrated directly into the lakehouse, enabling transactional workloads alongside analytical and AI workloads. The platform is compute-priced via Databricks Units (DBUs), with autoscaling serverless options across all core products.