Best AI Agents for Gemini 2.5 Pro Preview (I/O Edition)

Gemini Enterprise Agent Platform features AI Agents that are engineered to streamline tasks using advanced machine learning algorithms capable of managing intricate decisions and interactions. These agents are equipped to comprehend natural language, grasp contextual nuances, and execute independent actions driven by data insights. By automating essential business functions, organizations can boost their productivity and enhance customer experience. New clients are welcomed with $300 in complimentary credits, allowing them to explore the development of their own AI agents and assess their effectiveness in practical scenarios. With the robust framework of the Gemini Enterprise Agent Platform, organizations can implement these agents in diverse fields, including customer support and operational processes, while ensuring adaptability and growth potential.

The Gemini Deep Research Agent provides an intelligent, automated research workflow that behaves like an “analyst-in-a-box,” capable of planning, searching, reading, and synthesizing information across the public web and proprietary data sources. Using Gemini 3 Pro at its core, it navigates multi-step reasoning tasks and produces long-form, citation-backed reports that traditional LLM calls cannot match. Developers use asynchronous background execution to support research cycles that run for several minutes, with automatic polling and reconnect logic for reliability. Streaming mode offers real-time transparency, surfacing thought summaries and partial findings throughout the process. The agent is steerable through formatting instructions, allowing teams to generate technical reports, competitive analyses, or structured documents with precision. It also supports follow-up questions tied to prior interactions, enabling iterative refinement and deeper exploration. Designed with safety controls, it protects against harmful web content, prompt injection risks, and unintended data exposure. This makes it ideal for organizations seeking to automate sophisticated research workflows while maintaining operational control and trustworthiness.