Databricks Makes Genie an Always-On AI Agent

Databricks on Wednesday, Nov. 11, relaunched its Genie assistant as an autonomous "AI coworker" that can take on long-running business tasks, keep working in the background and check in with people only when it needs input or approval. The data and AI company also made Genie Ontology, the business-context layer behind the agent, generally available.

Key takeaways

• Genie can now run ongoing jobs on a schedule or in response to triggers, inside guardrails set by users and admins.
• Genie Ontology and Genie Search are generally available; Databricks says its agent was right in 91% of benchmark runs.
• Genie One is free for users through Jan. 31, 2027, with budgets and audit traces handled by Unity Gateway.

What the new Databricks Genie agent does

In its launch post, Databricks said users can hand Genie a job through Genie One, email, Slack or Microsoft Teams. The agent then tracks progress, follows up on missing inputs and acts as new information arrives.

Jobs can run on a schedule or fire on triggers, such as a metric dipping or more than 10 customers asking for the same feature. Genie can work on many jobs at once, and users decide which actions it may take alone and which need sign-off. Databricks' examples include watching insurance claims for fraud patterns and proposing weekly marketing budget changes for approval.

CEO Ali Ghodsi told Fortune that "the agents are running in the background all the time. So it's always on." He told TechCrunch he uses Genie to surface problems that rarely reach the top of a 12,000-person company, such as a failed sales pitch.

Genie Ontology benchmark: 91% vs. 58%

Genie draws on Genie Ontology, which agents build largely on their own from existing dashboards, SQL queries and notebooks, while people govern key definitions in Unity Catalog. Genie Search, also generally available, indexes Google Drive, Jira, Confluence and Workday, with SharePoint in beta.

In a benchmark built with Turing on a simulated workspace for a fictional U.K. energy supplier, Databricks said Genie passed 91% of runs, averaging 100 seconds and 432,000 tokens per run. Two unnamed frontier agents scored 45% and 58%, used 889,000 and 1.05 million tokens, and took 435 and 307 seconds. Each agent answered every task five times. The test was designed by Databricks with a partner, not independently audited.

Pricing, connectors and controls

Databricks said Genie One is free for users through Jan. 31, 2027, and that more detailed cost controls will arrive before then. Admins can already set workspace and per-user budgets, spending caps and alerts through Unity Gateway, which also logs a trace of every action.

Genie supports more than 100 MCP connectors, and plugins carry its business context into ChatGPT, Claude, Microsoft Copilot Cowork and Grok Bot. Databricks said thousands of customers already run Genie in production, naming Zillow, Unilever, adidas, Atlassian and AstraZeneca.

Context: the race for knowledge workers

The launch came a day after Anthropic added spreadsheet, whiteboard and meeting tools to Claude for corporate users. Databricks, which Fortune noted raised $5 billion at a $190 billion valuation in August, is pitching Genie at business teams rather than the programmers who adopted AI agents first.

What's next

Databricks said Tableau and Sigma support for external knowledge sources is coming soon, after Power BI. Its blog directs customers to its documentation for current availability of each feature, and it did not publish post-trial pricing for Genie One.

FAQ

What is Databricks Genie?
An AI agent inside Databricks that answers questions on company data and, as of Nov. 11, can run ongoing jobs on users' behalf within set permissions.

Is Genie free?
Databricks says Genie One is free for users through Jan. 31, 2027. Pricing after that date has not been announced.

Can Genie see data a user cannot?
No, according to Databricks. It acts with the user's identity and respects Unity Catalog and source-system permissions.

References

• The new Genie: autonomous AI for complex enterprise work — Databricks (Nov. 11, 2026)
• Announcing GA of Genie Ontology — Databricks (Nov. 11, 2026)
• Genie One: The AI cowork home for everyone — Databricks (Nov. 11, 2026)
• Databricks' new AI agent tells CEO Ali Ghodsi the unvarnished truth — TechCrunch (Nov. 11, 2026)
• Databricks' new Genie tool is the latest sign of the AI industry's full court press for knowledge workers — Fortune (Nov. 11, 2026)