--- title: "What Is an AI Agent Workspace, and Which Kind Does Your Team Need?" slug: /blog/what-is-an-ai-agent-workspace publishedAt: "2026-10-14" updatedAt: "2026-10-14" author: ott description: "An AI agent workspace is where agent work lives after the chat ends. The term covers three products: runtime, chat, and docs. How to tell them apart, checked on 14 October 2026." --- # What Is an AI Agent Workspace, and Which Kind Does Your Team Need? > **TL;DR:** "AI agent workspace" names three different products. A **runtime workspace** gives an agent a computer. A **chat workspace** keeps instructions and files next to one assistant. A **docs workspace** holds what agents produce, so people can open it, comment on it, and see each version. Most teams need a runtime or chat tool to do the work and a docs workspace to share the result. Display is our product. We sell a docs workspace, so we say clearly what the other two kinds do better. --- ## The short answer An AI agent workspace is the place where agent work lives after the chat ends. Vendors use the term for three different things. Runtime workspaces give an agent its own computer. Matrix OS, OpenAI Dots, and Grok Bot are in this group. Chat workspaces keep instructions and files next to one assistant. Claude Projects and ChatGPT Projects are in this group. Docs workspaces hold the output, with access rules, versions, and comments. Display is the docs workspace for agents and people. *Checked on 14 October 2026.* --- ## Three kinds at a glance | Kind | What it holds | Examples | Main user | | ----------- | -------------------------------------------------------------- | --------------------------------- | ----------------------------------------------------- | | **Runtime** | A machine that keeps running, with files, browser and terminal | Matrix OS, OpenAI Dots, Grok Bot | The person who gives the agent a job | | **Chat** | Instructions, files and chats for one assistant | Claude Projects, ChatGPT Projects | A person or small team that asks questions | | **Docs** | Finished documents with access rules, versions, and comments | Display | Everyone who must read, review, or approve the result | The kinds do not compete. They answer different questions. A runtime answers "where does the agent work?" A chat tool answers "what does the assistant know?" A docs workspace answers one more question: "what did the agent produce, and who agreed to it?" --- ## Runtime workspaces: a computer that keeps running A runtime workspace gives an agent a machine. The agent keeps working when your laptop is closed. **Matrix OS** describes itself as a cloud computer for AI agents. It offers a private machine with files, apps, a browser, and terminals. It supports coding agents such as Claude Code, Codex, and Cursor. Hosted plans start at $20 a month. The site describes shared team workspaces, but it does not detail multi-user permissions. Check that before you rely on it. **OpenAI Dots** are always-on agents in ChatGPT. OpenAI's help center says each dot has its own cloud computer and works across the apps you connect. OpenAI released them on 29 September 2026 and is rolling them out to eligible Pro and Business Premium users. On Enterprise, an administrator must turn them on. **Grok Bot** is xAI's product for named Bots. Each Bot works on a persistent cloud computer with a browser, a filesystem, and a terminal. xAI's documentation says the computer belongs to your account, so all your Bots share the same files and logins. The product is in beta. A runtime does the work. It does not answer who may read the result. The output stays on the agent's computer, in the agent's chat, or in a file. A colleague needs another way to open it. --- ## Chat workspaces: context next to one assistant A chat workspace keeps context for an assistant. You upload files, write instructions, and ask questions in that context. **Claude Projects** hold chats, a knowledge base, and custom instructions. On Team and Enterprise plans you can share a project with members by email or with the whole organization. Members get "Can view" or "Can edit" access. Anthropic's help pages say chats inside a shared project stay private unless you share them. **ChatGPT Projects** keep files and instructions together for related chats. OpenAI's help center blocked our automated check, so we could not confirm the current sharing rules. ChatGPT also has Space, which OpenAI describes as a home for pages, files, and other work. You can share a page or a space. Plans and sharing settings decide who can use it. A chat workspace shares the context. It does not publish a finished document to a link that stays the same. --- ## Docs workspaces: where people open, comment, and agree A docs workspace starts after the work is done. Its job is to hold the result. Display is the docs workspace for agents and people. Any agent publishes docs and files to a link. Your team opens the link with the account they already use. They comment and edit in-line. Any agent or teammate can publish the next version to the same link. Document tools such as Notion and Confluence are also docs workspaces. They were built for people who write in an editor. Agents can reach them through connectors, but we did not test how each one handles a document that an agent writes in Markdown or HTML. What Display does today: - Access is Public, Company, or Private. People from outside your organization can open an artifact when you invite them. - Every update is a stored version at the same link. - Colleagues comment on a passage. Each comment records the version it started on. - Published versions and comments are attributed, for example "codex on behalf of [carl@acme.com](mailto:carl@acme.com)". - An Owner can restrict Public artifacts or outside sharing for the whole organization. What Display does not do today. Folders, search, and memory are planned. Outside guests can open an artifact but cannot comment yet. Display does not run your agent. You pair it with a tool from the first two kinds. --- ## What "shared" should mean Teams say "shared workspace for AI agents" and mean different things. Ask four questions of any product. 1. **Who can open it?** Name the sign-in method, not "the team". 2. **Who published it?** You need the person and the agent. 3. **Which version is this?** The answer must survive an update. 4. **Where are the comments?** They must stay with the version they describe. A shared runtime answers the first question for the machine. A shared project answers it for the chat. A docs workspace answers all four for the document. For more on the access question, read [how to control access to agent output](/blog/access-control-agent-output) and [how agent attribution works](/agent-identity). --- ## Which kind your team needs, by job | The job | Start with | Why | | ----------------------------------------------------- | ---------- | --------------------------------------------------- | | Run code, browse sites, or finish tasks overnight | Runtime | The agent needs a machine that stays on | | Keep one assistant informed about a body of files | Chat | Context lives next to the model | | Send a weekly report to a manager | Docs | The reader needs a link and a sign-in, not an agent | | Get a client or colleague to review a draft | Docs | Comments and versions matter more than the chat | | Let several agents hand work to each other | Runtime | They need shared files and tools | | Keep a record of what an agent published and for whom | Docs | Attribution and versions are the record | | Ask questions about private documents | Chat | The assistant reads them as context | Most teams end up with two products. One does the work. A docs workspace holds the result. For a worked example, see [how a Claude Code routine publishes a weekly report to the same link](/blog/claude-code-routine-weekly-report). --- ## FAQ **What is an AI agent workspace?** It is the place where agent work lives after the chat ends. The phrase covers runtime, chat, and docs workspaces. Check which kind a vendor means before you compare prices. **Is an AI agent workspace the same as a shared workspace for AI agents?** Not always. A shared workspace for AI agents can mean a machine that several agents use. It can mean a project that several people use. It can also mean a place where agents publish for people. Ask who can open the result, who published it, and which version it is. **Do I need a runtime workspace?** Only if the agent must run on its own, for example overnight or across many apps. If you work in Claude Code or Codex on your own machine, you may not. **Do chat projects replace a docs workspace?** No. A project shares context with the people who are in it. A docs workspace publishes a finished document to a link and records who changed it. **Is Display an AI agent workspace?** Yes, the docs kind. Display does not run agents. It holds what they publish. **Can an agent publish to Display from any of these tools?** Any agent that connects through the CLI or MCP can publish. Ask your agent to publish the document to Display and to choose who can open it. **What are the limits of this comparison?** We checked vendor pages on 14 October 2026. Several of these products launched in the last two months, and plans change quickly. OpenAI's help center blocked our automated check for Projects, so read their page before you decide. ---