Databricks

Databricks is the data and AI platform company built around the “lakehouse” idea (data warehouse and data lake in one platform, with Unity Catalog for governance). It grew out of the Apache Spark project (per Wikipedia) and has expanded from analytics into databases (Lakebase) and AI agents (Agent Bricks, Genie).

Overview

• Founded: 2013 in the USA, by the creators of Spark: Ali Ghodsi, Andy Konwinski, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia and Arsalan Tavakoli (Wikipedia).
• Headquarters: San Francisco, California.
• CEO: Ali Ghodsi.
• Status: private. IPO speculation exists in the press; no IPO had been completed as of 2026-10-05 per the sources checked.
• Scale: revenue run-rate above USD 7 billion with more than 80% year-over-year growth in Q2 2026, positive adjusted free cash flow over the last 12 months, more than 20,000 organisations, about 70% of the Fortune 500, 30+ offices (Databricks press release, 2026-08). Wikipedia lists about 10,000 employees (2026).

Products

• Lakehouse platform: SQL warehousing (run-rate over USD 1.5 billion, growing over 100%; company figures from its press release), Lakeflow data engineering, Unity Catalog and Unity AI Gateway (routes workloads across models and controls spend).
• BI and AI: BI Dashboards and Genie (described in the Flexera recap as a natural-language “AI coworker” over business data; Genie One reached GA at Data + AI Summit 2026 per the Flexera recap).
• Lakebase: serverless Postgres for agent-built software, based on the Neon acquisition; run-rate above USD 100 million (company figure).
• Agent Bricks: build and deploy enterprise agents.

Funding and valuation

• 2025-08: Series K, USD 1 billion, valuation above USD 100 billion (Wikipedia).
• 2025-12: Series L, USD 4 billion, USD 134 billion valuation (Wikipedia).
• 2026-08-13: USD 5 billion at USD 190 billion, led by Coatue with Blackstone, MGX, T. Rowe Price-advised accounts and new investor Sixth Street Growth (Databricks press release, CNBC headline via search).

Acquisitions

• MosaicML (2023, about USD 1.4 billion; not checked against a primary source): generative-AI training.
• Tabular (2024): Iceberg table company, reportedly founded by the Iceberg creators; reported at over USD 1 billion (per Wikipedia, secondary).
• Neon (announced 2025-05-14): serverless Postgres; price not disclosed by Databricks (about USD 1 billion in press and Wikipedia). Databricks’ release states that over 80% of databases on Neon’s platform were created by AI agents (vendor claim).
• Tecton (announced 2025-08-22/25): real-time ML feature platform, to feed real-time data to agents in Agent Bricks; terms not disclosed, Tecton reportedly had about 90 employees (Techstrong, secondary).
• Panther Labs and Electric (2026): listed by Wikipedia (AI security operations and data sync); not verified.

Partnerships

• SAP Business Data Cloud (launched 2025-02-13) embeds Databricks technology; see SAP.
• Cloud availability on AWS, Azure and Google Cloud; Microsoft integration via Azure Databricks (not verified in this pass).

AI strategy (as of 2026-10-05)

Databricks frames the next phase as “agents working across the business”: governed data in the lakehouse, an operational Postgres layer (Lakebase) for agents, Genie for business users, and a gateway to manage many model vendors. The 2026-08 funding is earmarked for Unity AI Gateway, Lakebase and Genie (press release).

Sources

• https://www.databricks.com/company/newsroom/press-releases/databricks-grows-80-yoy-surpasses-7b-revenue-run-rate-scales (fetched 2026-10-05)
• https://databricks.com/company/newsroom/press-releases/databricks-agrees-acquire-neon-help-developers-deliver-ai-systems (fetched 2026-10-05)
• https://techstrong.ai/features/databricks-to-acquire-tecton-to-bolster-ai-agents/ (fetched 2026-10-05)
• https://en.wikipedia.org/wiki/Databricks (secondary; fetched 2026-10-05)
• https://www.cnbc.com/2026/08/13/databricks-funding-round-190-billion-valuation.html (403 on fetch; headline seen in search)
• https://www.flexera.com/blog/perspectives/databricks-data-ai-summit-2026-recap-genie-one-ltap-lakehouse-rt-and-every-major-launche/ (fetched 2026-10-05)

Open items

• Earlier rounds, 2023-2024 valuations and Tabular price not checked against Databricks sources.
• Panther Labs and Electric acquisitions unverified.
• Headcount of about 10,000 is Wikipedia only.