The Data and AI Company — Data Intelligence Platform
HQ: San Francisco, CA, United States | Founded: 2013 | Employees: 8,000+ | Stage: Late Stage VC - Decacorn | Website: https://www.databricks.com
Databricks was founded in 2013 in San Francisco by seven UC Berkeley AMPLab researchers — Ali Ghodsi (CEO), Matei Zaharia (creator of Apache Spark), Ion Stoica, Patrick Wendell, Reynold Xin, Andy Konwinski, and Arsalan Tavakoli-Shiraji — who commercialized Apache Spark, the open-source distributed computing engine they built to replace MapReduce. Initially a managed Spark service, the company pioneered the Lakehouse architecture with Delta Lake (2019), an open storage layer that combines the scale of data lakes with the reliability of warehouses, and Photon, a vectorized SQL engine that made Databricks SQL competitive with Snowflake. Strategic acquisitions accelerated its AI and data agenda: MosaicML ($1.3B in June 2023) for generative AI model training and the Mosaic AI stack, and Neon ($1B in 2025) for serverless Postgres to power Lakebase.
Today Databricks operates the Data Intelligence Platform, a unified, governed layer for ETL (Lakeflow), warehousing (Databricks SQL), governance (Unity Catalog and Unity AI Gateway), business intelligence (Genie and Agent Bricks), and AI (Mosaic AI and MLflow). Unlike closed competitors, Databricks anchors on open source — Spark, Delta Lake, Delta Sharing, and MLflow — while offering serverless compute and per-DBU consumption economics across AWS, Azure, and GCP. With $7B+ run rate, 80% YoY growth, 80%+ gross margins, and backing from Andreessen Horowitz, Thrive Capital, Insight, BlackRock, Fidelity, NVIDIA, and Microsoft, it competes head-to-head with Snowflake ($190B vs. ~$50B), Google BigQuery, AWS Redshift, and Microsoft Fabric, and is widely seen as the next $200B+ IPO after the $62B Series J in December 2024.
Databricks at $190B valuation and $7B+ run rate has become the definitive data and AI platform, turning its UC Berkeley Spark legacy into a $25B-funded juggernaut that defines the lakehouse category. With Unity Catalog, Photon, Mosaic AI, and the $1B Neon acquisition powering Lakebase, its Data Intelligence Platform is out-executing Snowflake on openness, governance, and AI-native workloads while riding 80% YoY growth toward IPO inevitability.
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