Databricks Genie always-on: AI agent that works in the background launched

Databricks, the US data and artificial intelligence company, on Wednesday, 11 November 2026 launched the second generation of Genie, its AI assistant for businesses, and rebuilt it as what it calls an always-on, autonomous agent. Instead of waiting for a user to type a question, the new Genie is designed to keep working in the background on its own computing resources: a user sets a goal and limits, and the agent breaks the job into parts, hands pieces to smaller sub-agents, tracks progress, chases missing information and comes back to a person only when a decision is needed. Chief executive Ali Ghodsi presented the launch and described using the agent in his own work.

Most AI assistants used in offices today are reactive: an employee asks a question, the tool answers, and nothing happens until the next question. Databricks is betting that the next stage is software that holds a task open for hours or days and pushes it forward on its own. In the company's description, Genie can be given an objective, such as preparing an analysis or following up on a business process, and it will decide the steps, delegate parts of the work and report back. Such software is called an "AI agent": a program that plans and carries out several actions towards a goal.

The second important piece is Genie Ontology. In computing, an ontology is a structured map of the things an organisation cares about and how they relate to one another. An agent working inside a large company has to know, for example, what that company means by "active customer" or which team owns a process. Databricks says the ontology captures this context and keeps it updated, so the agent's actions are grounded in the company's own definitions rather than in general knowledge.

Ghodsi has made himself the main example. "It's basically made me a 10x better CEO than I was a year ago," he said in an interview about the launch. Describing how the agents work, he said: "The agents are running in the background all the time. So it's always on." In a post on X, he wrote that a year ago getting things done at the company involved calling people, scheduling meetings and a lot of back and forth, and that he now starts his day with Genie working for him in the background. These are his own accounts, not independent measurements.

The launch places Databricks in a crowded race. Several large technology companies, including AI model makers and office software vendors, are trying to become the place where office workers hand off routine tasks to AI. Coverage of the launch noted that it came a day after a rival company's own push into office work.

Peepals timeline: Until this launch, Genie worked in a question-and-answer style, according to coverage of the announcement. On 11 November 2026 the company announced the second generation, with Genie and Genie Ontology generally available from that day. The autonomous always-on mode, Genie Search and Ontology Manager were placed in preview and beta programmes described as "coming soon", with no general-release date named. Pricing for the background computing that the always-on agent uses is still to be set out.

Short-term: Existing Databricks customers can start using the new Genie and Genie Ontology now, while companies that want the always-on mode will need to join the preview. IT and data teams will have to decide which tasks they are willing to let an agent run without constant supervision.

Long-term: If background agents prove reliable, office work could shift from people doing each step to people setting goals and approving decisions. That raises open questions about cost, since an agent that runs all day uses computing all day, and about control, since mistakes made without a human watching can travel further.

Who is affected: Large companies that use Databricks for data and analytics; data analysts and managers whose routine reporting may be automated; and rival AI and office-software vendors.

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