Nebius Embeds Tavily into Token Factory

This deal turns Tavily from a tool that each AI team buys separately into a feature that ships inside an enterprise AI cloud. Once Tavily sits inside Token Factory, the buyer no longer has to source a search vendor, wire up APIs, and manage a second contract. Nebius can sell inference, web retrieval, and agent infrastructure together, which makes Tavily easier to adopt inside large accounts already running workloads on Nebius, including Microsoft capacity commitments and other enterprise cloud customers.

• The product fit is straightforward. Token Factory handles model serving and inference, Tavily adds live web access and citations, and together they cover two core steps in an agent workflow, reasoning and grounding. That matters because enterprise teams want fewer moving parts when moving agents from pilot to production.
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• Tavily already sold on usage, with customers paying for searches, extraction, and research tasks. Bundling inside Nebius gives it a faster path from developer credits to enterprise infrastructure spend, where procurement is tied to larger platform budgets instead of a standalone API line item.
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• The broader distribution pattern is the same across Tavily’s other partnerships. Snowflake Intelligence and IBM watsonx Orchestrate place Tavily inside systems enterprises already use, which is similar to how Exa expands through embedded integrations like Notion Research Mode rather than only winning developers one by one.
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The next step is for retrieval to become a default cloud primitive for enterprise agents, not a separate purchase. If Nebius keeps packaging search, inference, and workflow tools into one stack, Tavily can grow with every new agent deployment on the platform and move up from developer utility to standard enterprise infrastructure.