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What is Gemini Deep Research?

The Gemini Deep Research Agent is a purpose-built autonomous researcher that replaces manual investigative workflows with a fully automated, multi-step research engine. Powered by Gemini 3 Pro, it independently plans its approach, performs iterative Google searches, reads content, evaluates findings, and synthesizes them into rich, citation-backed reports. Its architecture runs asynchronously using background execution, ensuring that long-running tasks remain stable without hitting typical API timeouts. Developers can stream intermediate updates—including thought summaries—giving full visibility into the reasoning process and progress of the research. The agent integrates seamlessly with the File Search tool, enabling deep comparisons between private documents and public web information. It is highly steerable, adapting report structure, tone, and formatting based on explicit user instructions for tailored outputs. Error recovery features allow the client to detect network interruptions and resume streaming from the last processed event for uninterrupted workflows. Follow-up questions extend the research session, allowing teams to iterate on findings without restarting from scratch. With built-in safety controls and transparent citations, the agent prioritizes trustworthiness while expanding research depth. This makes it an essential tool for teams needing automated market analysis, due diligence, literature reviews, competitive intelligence, and other intensive research tasks.

What is Bigdata?

Bigdata.com operates as a sophisticated platform for financial research and intelligence, harnessing artificial intelligence to cater specifically to the needs of investment professionals, analysts, and developers. This innovative tool allows users to efficiently oversee financial markets, investigate emerging trends, and extract actionable insights from a wealth of high-quality financial data in real-time. By integrating a multitude of premium data sources—including up-to-the-minute news, regulatory documents, earnings call transcripts, market sentiment metrics, structured financial information, and alternative datasets—Bigdata.com creates a comprehensive searchable ecosystem that enhances research capabilities, portfolio management, and thematic analysis, ensuring transparency back to the original data sources. Users can interact with intelligent research agents designed to perform complex multi-step analyses across a range of topics while also having the flexibility to tailor or develop their own AI agents as needed. Furthermore, the platform streamlines repetitive research processes, such as managing watchlists, generating earnings forecasts, and performing sector analyses, while offering seamless API integration to embed dependable financial intelligence into existing systems and analytical frameworks. In addition to boosting productivity, this user-centric approach equips clients with the tools necessary to make well-informed investment choices based on a diverse array of real-time information, ultimately enhancing the overall decision-making process. This commitment to providing actionable insights underscores the platform's value in today’s fast-paced financial landscape.