Google’s new Deep Research and Deep Research Max agents can search the web and your private data

Google’s new Deep Research and Deep Research Max agents can search the web and your private data

Google Unveils Deep Research and Deep Research Max Agents, Revolutionizing Enterprise Research Workflows

Section 1 – What happened? Google has launched two new autonomous research agents, Deep Research and Deep Research Max, as part of its Gemini API. These agents allow developers to combine open web data with proprietary enterprise information through a single API call, produce native charts and infographics, and connect to third-party data sources. The release marks a significant upgrade to Google's research agent capabilities, built on the Gemini 3.1 Pro model. Deep Research Max, the premium tier, offers higher quality context gathering and synthesis, achieving 93.3% on DeepSearchQA and 54.6% on HLE, while Deep Research is optimized for low-latency, interactive use cases.

Section 2 – Background & Context Google's Gemini API has been gaining traction in industries such as finance, life sciences, and market intelligence, where accurate information is crucial. The introduction of Deep Research and Deep Research Max agents reflects Google's bid to position its AI infrastructure as the backbone for enterprise research workflows. By combining open web data with proprietary information, these agents can provide a more comprehensive understanding of complex topics, reducing the time and effort required for human analysts.

Section 3 – Impact on Swiss SMEs & Finance The launch of Deep Research and Deep Research Max agents has significant implications for Swiss SMEs and finance professionals. These agents can help streamline research workflows, enabling faster and more accurate analysis of market trends, competitor activity, and customer behavior. By leveraging Google's AI infrastructure, Swiss businesses can gain a competitive edge in their respective markets, making data-driven decisions with confidence. Moreover, the agents' ability to connect to third-party data sources can provide a more comprehensive view of the market, helping businesses to identify new opportunities and mitigate risks.

Section 4 – What to Watch As the Gemini API continues to evolve, Swiss SMEs and finance professionals should monitor the adoption of Deep Research and Deep Research Max agents. The agents' performance and capabilities will be crucial in determining their impact on the market. Additionally, Google's plans for further integrating its AI infrastructure with other tools and platforms will be worth watching, as it may lead to new opportunities for Swiss businesses to leverage AI-powered research capabilities.

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Original Article: Google’s new Deep Research and Deep Research Max agents can search the web and your private data

Published: April 21, 2026

Author: michael.nunez@venturebeat.com (Michael Nuñez)

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Disclaimer: This article is for informational purposes only and does not constitute financial advice. Consult a licensed financial advisor before making investment decisions.