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Setup guide · Business, Enterprise, Edu

How to set up Company Knowledge in ChatGPT.

Last updated · By Chris Tabb, founder · Sources checked November 13, 2026

Company Knowledge is a ChatGPT plugin that answers organization-specific questions from the sources available to you: connected apps and supported custom MCP servers. It replaced the earlier company knowledge option in chat. Here is the setup, step by step, from OpenAI’s help article, plus what to test before people rely on it. The steps cover ChatGPT on the web.

§ 01

Before you start

  • A ChatGPT Business, Enterprise, or Edu workspace, and an owner or admin who can open the Admin console.
  • The apps you want to use as sources, enabled for the workspace. Apps are enabled by default in ChatGPT Business; new Enterprise and Edu workspaces start with a selected set.
  • A list of 10 to 20 questions your team asks often, with answers you already know.

§ 02

Admin setup, step by step

  1. In the Admin console, select the ChatGPT workspace and open Plugins.
  2. Open the Company Knowledge plugin’s details and set Installation policy to Installed for the roles that should have it.
  3. Check the apps you want as sources are enabled. Apps are also in Workspace settings → Apps, or from Plugins → Manage Legacy Apps.
  4. On Enterprise and Edu, use role-based access (RBAC) to control which groups can use which apps.
  5. For an internal tool with no app, connect a supported custom MCP server. See workspace agents and MCP.
  6. Optionally require SSO and SCIM for account provisioning (Enterprise and Edu).

§ 03

What each person does

  1. Open a new or existing conversation in ChatGPT.
  2. Type @Company Knowledge in the composer, or choose Company Knowledge from the + tools menu.
  3. Ask the question, for example “Summarize this account’s latest feedback and risks.”
  4. If asked, connect the app the request needs and sign in with your own account.
  5. Check the answer’s source links before relying on it.

Our honest take

Start read-only with two or three sources. Add write actions and more apps after the test questions come back right.

§ 04

Test it before you announce it

  • Run your known questions as two different users with different access, and confirm each sees only what they should.
  • Check that answers cite the sources you expect.
  • Note the questions it gets wrong and whether a missing source or a permission explains it.

§ 05

Limits and known behaviors

  • ChatGPT may use the plugin without an explicit mention, and may use apps automatically when Company Knowledge isn’t selected.
  • It doesn’t override workspace access controls or app permissions.
  • Partner apps can have regional restrictions, and availability depends on plan, workspace settings, role, and the app.
  • OpenAI says it doesn’t use Business, Enterprise, or Edu workspace data to train its models by default.

§ FAQ

Questions we hear

Which ChatGPT plans include Company Knowledge?

OpenAI lists ChatGPT Business, Enterprise, and Edu. You need the Company Knowledge plugin available and installed, and at least one supported knowledge source.

Do admins need to enable anything?

Not always. Apps are enabled by default in ChatGPT Business. An admin may still need to enable the Company Knowledge plugin or a source your workspace does not allow.

Do users need to sign in to each app?

Yes, when the selected app requires individual authorization. Installing the plugin does not connect individual accounts.

Can Company Knowledge see files a user can’t?

No. OpenAI says ChatGPT can only access what each user is already allowed to view in the connected app.

Keep reading

Sources · checked November 13, 2026

  1. OpenAI Help Center: Company knowledge in ChatGPT
  2. OpenAI Help Center: ChatGPT Business overview

OpenAI figures are OpenAI’s, quoted as published on the date checked. Appearly is not affiliated with OpenAI. ChatGPT is a trademark of OpenAI.