Introducing Deep Research and Deep Research Max

In December, we released the Gemini Deep Research agent to developers via the Interactions API, giving developers access to Google’s most advanced autonomous research capabilities. Today, we are taking these capabilities to the next level with two new evolutions of our autonomous research agent: Deep Research and Deep Research Max.

With the integration of our most advanced model, Gemini 3.1 Pro, Deep Research has transformed from a sophisticated summarization engine into a foundation for enterprise workflows across finance, life sciences, market research, and more. Deep Research’s reports offer value on their own, but also serve as the first step in complex, agentic pipelines which often start with in-depth context gathering. With a single API call, developers can now trigger exhaustive research workflows that for the first time blend the open web with their proprietary data streams to deliver professional-grade, fully cited analyses.