Data Intelligence Platform

A unified data intelligence platform trusted by over 60 percent of Fortune 500 companies and more than 20,000 organizations worldwide to build and run applications, agents, and AI on their data, recognized as a Leader in the Gartner Magic Quadrant for five consecutive years. The platform unifies data engineering, data warehousing, streaming analytics, machine learning, and generative AI into a single managed service built on the open source Apache Spark, Delta Lake, MLflow, and Unity Catalog projects. The core architecture centers on the Lakehouse paradigm, combining the reliability and performance of data warehouses with the flexibility and cost efficiency of data lakes through Delta Lake ACID transactions on cloud object storage. The new Lakebase offering provides serverless PostgreSQL designed for AI agent applications that need to scale, enabling real-time operational queries alongside analytical workloads without data movement. Mosaic AI provides managed foundation model training, fine-tuning, deployment, and serving for custom large language models, with vector search for retrieval-augmented generation and AI functions for embedding generation. Genie delivers conversational business intelligence where users ask natural language questions and receive answers from their enterprise data. Unity Catalog provides unified governance for data and AI assets with column-level access control, data lineage tracking, and automated data discovery. The platform supports Python, SQL, Scala, and R notebooks with collaborative editing, with Photon engine accelerating SQL and DataFrame workloads through vectorized native execution. Delta Live Tables enables declarative pipeline definitions for streaming ETL with automatic testing, observability, and error handling.