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Collabase’s AI features run under the name CollabaseAI. They share a single provider configuration set by your administrator, so the provider is chosen once and every feature uses it. AI features are off by default. An admin must enable them under Admin → Settings → AI settings → Language model before they are available. See AI Configuration for setup instructions.

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Where AI appears in Collabase

The CollabaseAI assistant

A chat panel that answers questions about your work and acts on it: finding work items, reading pages and test runs, creating pages and Registry objects, moving items through the workflow, writing comments.

Writing assistant

Generate, summarize, translate, and improve text in any editor: Docs pages, task descriptions, Intranet posts, and Registry text fields.

Automation AI nodes

Use AI actions inside automation pipelines to generate text, summarize inputs, or classify data as part of a larger workflow.

Semantic search

Ask questions in plain language and receive answers grounded in your own pages, work items and comments, with links to the sources.

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The CollabaseAI assistant

The assistant is the chat panel behind the mark at the bottom centre of the screen, or Cmd + J / Ctrl + J. It reads your work items, pages, cycles, discussions, Registry objects and test runs, and it writes: new pages and whiteboards, new and changed work items and Registry objects, status moves, comments. It only ever sees what you can see, chats are private to you, and they are deleted after 30 days.

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Nothing is changed without your approval

Every change the assistant wants to make appears in the chat as a card naming exactly what it would do — the work item it would create, the status it would set, the wording of the comment it would post. The card has an Approve and a Reject button, and nothing happens until you press Approve. Rejecting changes nothing. This cannot be switched off, and the reason is worth knowing. The assistant reads pages, work items and comments written by other people, and a sentence inside one of them can be phrased as an instruction to it. The approval card is what stands between such a sentence and a change made under your name.
Approve a card once and the action runs once. If your connection drops while it is working, reconnecting does not create the same work item a second time.

Using the assistant

Where the launcher sits, the shortcut, suggestion chips, conversation history, and what it does with your data.

Skill reference

Every skill it has, grouped by subject, with an example of how to ask for each one.

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Writing assistant

The AI writing assistant is available anywhere you write content in Collabase, except on a page someone else is editing at the same time. Type /ai on any line to open the action menu. If text is selected, the command operates on the selection. If nothing is selected, it operates on the paragraph at the cursor.

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Not available while others are editing with you

On a page with a live editing session, /ai and the inline suggestions are switched off for everyone in that session. The writing assistant types its answer into the document as the model produces it, so in a shared session everyone would watch half-finished sentences appear, and undo would no longer reliably step back through your own edits. The CollabaseAI assistant still works on those pages. Ask it in the panel to summarize, rewrite or extend the page, and approve the change it proposes.
When semantic search is enabled by your admin, questions you ask the assistant are matched against the text of your content by meaning rather than by title, and the most relevant passages are used to ground the answer. Sources are listed as links at the end. Example questions:
  • “What is our approval process for purchasing new software?”
  • “Which team is responsible for infrastructure security?”
  • “What were the key decisions from the Q2 planning meeting?”
It covers three things: Collabase Docs pages, the descriptions of work items, and comments on both. Comments matter more than they sound, because the reasoning behind a decision usually lives in a comment thread rather than in the page it belongs to.
A comment is only ever as reachable as the page or work item it was written on. Comments on something you cannot open never appear in your results.
Registry objects are not covered. The assistant reaches those through its own Registry skills, which check your permissions object by object. Content is indexed automatically when it is saved, and is available in semantic search within a few seconds.

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AI in Automation

The AI / LLM automation connector lets you run AI actions inside any automation pipeline. Use it to:
  • Generate a summary of a failed test run before creating a bug report
  • Classify incoming support requests and route them to the right project
  • Draft a task description based on data from another system
AI nodes connect to the same provider configured globally, or to a separately configured connection if you need a different model for automation use cases. See the Automation documentation for details on setting up the AI connector and chaining it with other nodes.

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AI provider options

Your administrator chooses which AI provider Collabase uses. The choice affects privacy, cost, and capability.

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Self-hosted, privacy-first

Self-hosting is the choice for organisations that cannot allow content to be sent to external services, such as those handling sensitive legal, financial, or healthcare data.

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Hosted providers

Hosted providers offer more capable models and require no server hardware, but content sent to AI actions is processed on the provider’s infrastructure. Review each provider’s data processing terms if your organisation has specific requirements.

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Which features work with a self-hosted provider

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For administrators

  • AI setup: Admin → Settings → AI settings, four pages covering the language model, semantic search, re-ranking and usage. See AI Configuration
  • Choosing a model and estimating what it will cost: AI Model & Cost Planning
Last modified on July 30, 2026