Google Unveils Deep Research Max Agents for Advanced Enterprise Analysis
Google introduces two new autonomous research agents powered by Gemini 3.1 Pro that connect to private data and generate professional visualizations. The new Deep Research Max model handles complex, long-horizon workflows across various industries.
Google launches two new autonomous research agents called Deep Research and Deep Research Max, both powered by the advanced Gemini 3.1 Pro model. These tools evolve beyond simple summarization to serve as foundational enterprise workflows for industries like finance, life sciences, and market research. Users choose between a fast standard agent or the comprehensive Deep Research Max model for complex projects.
The new agents securely connect to private corporate data using the Model Context Protocol (MCP), allowing them to dig through custom sources safely. Users also have the ability to guide the agent's research plan to ensure the final output meets their specific needs. This targeted approach helps professionals get expert-level analysis done much faster than traditional methods.
A standout feature of this release is the system's ability to create native professional charts and infographics to visualize complex findings. By automatically generating these visual elements, the agents transform raw data into easily digestible reports. This upgrade represents a significant step change in how businesses handle long-horizon research tasks across the web and internal databases.