Short answer
A Project is a structured environment for storing, managing, and collaborating on your organization’s knowledge, while the AI Chat is a temporary space for quick, independent AI exploration with no storage or file management.
Full explanation
A Project is a managed environment built for structured content organization and team collaboration. It allows you to upload, organize, and maintain documents and data sources that form the foundation of your organization’s knowledge.
Projects maintain permanent storage and version control of documents. Projects also include permission controls, enabling multiple team members to collaborate securely and efficiently.
In contrast, an AI Chat is an independent, temporary environment that lets you interact directly with the top external AI Large Language Models such as ChatGPT, Gemini, Grok, and others. AI Chat is not connected to any stored Project data or any uploaded content. AI Chat does include external knowledge by default and allows for web search sources if needed. The Workspace is ideal for quick experimentation, brainstorming, or one-time analyses where you do not need to save files or modify Project content.
Feature | Project | AI Chat |
Purpose | Structured data management | Temporary AI exploration |
File Management | Available | Not available |
External Knowledge | Optional | On by default |
Permanent File Storage | Yes | No |
Actions | Available | Available |
In summary, Projects are designed for long-term, organized data management and collaboration, while AI Chat is meant for flexible, short-term use without data persistence.
Tips
Use a Project when you need to organize, store, or share files across your team.
Open an AI Chat for quick idea testing, prompt experimentation, or one-time analyses.
Switching between a Project and an AI chat allows you to separate structured work from creative or exploratory tasks.
Examples
A marketing agency uses a Project to manage campaign documents and reports. Team members collaborate on content updates and share insights across departments. They open an AI Chat to test new ad messaging ideas without altering stored materials.
A law firm maintains case files and research notes in a Project for secure, version-controlled access. Attorneys use the AI Chat for rapid legal analysis or drafting ideas without saving any data.
A university research team organizes publications and datasets in a Project for long-term collaboration. Researchers use AI Chat to brainstorm hypotheses or refine study summaries.
A manufacturing company stores process documentation and quality reports in a Project. Engineers use an AI Chat to explore optimization ideas before incorporating final insights back into the Project.