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AgOS vs ChatGPT Enterprise
ChatGPT Enterprise is a general-purpose assistant that can also search company apps. AgOS is built for one job: answering from your company’s own documents, and acting only after a person says yes.
The short version
ChatGPT Enterprise is OpenAI’s assistant for companies: writing, analysis, research and coding on OpenAI’s models, with company knowledge that can search apps such as Slack, Google Drive, SharePoint and GitHub. AgOS is narrower on purpose. It answers from what it can cite, says so when it cannot, and keeps the work that follows, the boards, the onboarding and the approvals, in the same product.
Where AgOS is different
- Built to cite or decline. Every answer lists its sources, and when the documents are silent AgOS says so instead of filling the gap.
- Actions wait for a yes in Approvals. Approvals are private, and every decision is recorded.
- The work lives here too: Workspaces for boards and issues, People for the directory and onboarding.
- Your choice of model: Anthropic, OpenAI or Ollama, and your own keys are never metered.
- Your own database on Isolated Cloud.
Where ChatGPT Enterprise may fit better
If what your team needs most is one assistant for everything, drafting, analysis, coding, images and general research, ChatGPT is far broader than AgOS and does not need your documents to be useful.
You can use both. ChatGPT can connect to AgOS through MCP, save what it writes into Knowledge and search it back.
How to compare them yourself
Run the same test on AgOS and ChatGPT Enterprise, with your own documents:
- Ask five questions you already know the answers to, and check every citation.
- Ask two questions your documents do not cover, and see whether you get a guess or a plain "the documents do not say".
- Restrict a page to one person, then ask about it as someone else.
- Ask for an action, such as an email to a client, and see what happens before it is sent.
AgOS takes a few minutes to set up: create an account, add three to five documents and ask.
Side by side
| AgOS | ChatGPT Enterprise | |
|---|---|---|
| What it is | One product for answers, agents, documents, work tracking and people, built around answers that cite their sources. | OpenAI’s general-purpose assistant for companies. |
| Sources | Knowledge, plus Slack, Gmail, Google Calendar, Google Drive, GitHub and MCP servers. | Company knowledge connects apps such as Slack, Google Drive, SharePoint and GitHub, within each person’s permissions. |
| When the sources are silent | Says the documents do not say, and records the question as a page worth writing. | A general assistant: it can also answer from its own training and the web. |
| Actions | Emails, bookings and outside tool calls can wait in Approvals until a person says yes. Every decision is recorded. | Agents can carry out tasks in connected apps. Ask what needs confirmation first. |
| Work tracking and people | Boards, issues, sprints, a directory, an org chart and onboarding checklists, in the same product as the answers. | Works with the trackers and directories you already use. |
| Models | Anthropic, OpenAI or Ollama. Bring your own keys and they are never metered. | OpenAI’s models. |
| Pricing | One price per plan, not per token. Seat counts are guidance, not a hard limit. | Per seat, quoted by OpenAI’s sales team. |
| Getting started | Self-serve: sign up with a work email, 14-day trial, no card. | Enterprise through OpenAI’s sales team. Smaller teams can start on ChatGPT Business. |
Compared on November 11, 2026 from public information. ChatGPT changes often: check openai.com for what is current.
Ask your company a question.
Create an account, add three to five documents, and ask.