Databricks
Lakehouse platform built on Apache Spark, Delta Lake, and MLflow. Unifies data engineering, warehousing, and ML workflows across AWS, Azure, and GCP. Mosaic AI covers model training, fine-tuning, and serving, with Unity Catalog handling governance. Supports LLM fine-tuning, vector search, agent frameworks, and Foundation Model APIs with provisioned throughput.
