Table of Contents
Google Agent Space is an enterprise-oriented AI agent platform that combines multimodal search, AI reasoning, and task automation across an organization’s data with custom, proactive agents. Whereas, NotebookLM is Google’s AI research and note-taking tool focused on synthesizing and answering questions from user-uploaded documents and sources.
As more and more advancement happens in the field of artificial intelligence (AI), enterprises are bringing more new innovative AI tools which would aid organizations in reinventing their operations and gain competitive advantage over others with the power of AI tools and technologies.
Google AgentSpace and Google NotebookLM both AI tools harness the power of AI and provide a central hub for all data and a powerful AI search tool to get insight into crucial information without wasting time in searching for it.
In today’s article we will understand the difference between AgentSpace and NotebookLM, their key differences, characteristics and uses.
What is Google Agentspace
Google Agentspace is a multi-agent platform designed to integrate multiple platforms, databases, documents, emails, spreadsheets, and third party applications for tracking such as Jira, document repositories such as Confluence and Microsoft SharePoint. Google Agentspace has foundational security features such as DLP, IAM and ACL but it does not provide policy based workflows or prompt level controls. The core security capabilities are enabled via Google cloud IAM, content filtering but real-time policy injection at the time of execution and user context aware controls are limited in scope.

Key Characteristics of Google Agentspace
- Agent space provides a centralized access to all your documents, emails, Jira tickets and displays all revenant information at one place with its prompt.
- It supports integration with enterprise tools such as Jira, Confluence, SharePoint, Google drive.
- It has ability to create custom agents for repetitive or specific tasks.
What is NotebookLM
Google NotebookLM is a tool for research and analysis. It uses the Gemini AI model at the backend to power the AI enabled search. It does not use public content but uses organization own content such as documents, PDFs, Google slides, text etc. to get answers and generate summaries. It was launched by project code name ‘Tailwind’ and it is a core offering in Google AI space solutions.

Key Characteristics of Google NotebookLM
- End users can upload up to 50 files, links or videos for analyzing and get summarized content.
- Specific data points can be fetched from uploaded files such as spends in an annual year.
- It supports team collaboration and allow users to share chats and work together.
Comparison: Agent Space vs NotebookLM
| Features | Google Agent Space | Google NotebookLM |
|---|---|---|
| Purpose | Agentspace is meant for automation of organization processes and achieve decisions via AI agents | It is a research and writing tool to create summaries from specific documents |
| Scope | It connects vast range of enterprise data and applications | It is team centric or user focused |
| Integration | It can integrate with third party applications seamlessly and perform execution of repetitive tasks via agents | It can be integrated with Agentspace and used as tool of analysis and synthesis. Using as standalone product is also supported |
| Key functions | Meant for automation of tasks Establish custom workflows | AI powered insights into uploaded data Summarization and response to specific queries |
| Data handling | It connects with all enterprise systems for data enrichment | It is meant for synthesizing and analyzing information already available in enterprise data repositories. |
| Data source | Organization internal enterprise applications and systems | Data uploaded such as Google docs, google images, PDFs etc. |
| Use cases | Marketing content generation, sales data analysis, code error detection, automating IT support etc. | R&D, knowledge management, sales enablement, learning and training, legal and compliance analysis |
Download the comparison table: Google Agent Space vs NotebookLM
ABOUT THE AUTHOR

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