Turn helpful Slack threads into FAQ articles automatically

React to a helpful Slack thread and AI turns it into a Q&A article in your knowledge base automatically.

How the work actually flows

It branches. Any that apply are taken; all paths must finish before it continues.

Pattern: Multi-Choice (6) · Synchronisation (3)

flowchart TD trig>"emoji reaction on thread"]:::trig s0["Collect thread replies"]:::task s1["Summarize into Q&A"]:::svc s2["Reply with article link"]:::task trig --> s0 s0 --> s1 gx{"○ where to publish answer"}:::gate s1 --> gx p00["Create KB article"]:::task gx -->|"Knowledge base"| p00 p10["Draft Zendesk article"]:::task gx -->|"Support tool"| p10 jn{"+ links ready"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"new FAQ article published"/]:::out pay{{"know-how turned into documentation"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceAny that applyWaits for allResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Knowledge Base & RAGMessaging & NotificationsCustomer Support & Ticketing
Connects
SlackOpenAINotionZendesk

The problem it solves

Good answers to common problems get shared in Slack and then disappear into scroll-back, never making it into your actual documentation. Writing up a proper help article after the fact rarely happens because no one has the time.

Who it fits

Customer support and knowledge management teams who want to turn Slack know-how into real documentation.

How it works

  1. You react to a helpful Slack message with a specific emoji
  2. The full thread, including all replies, is collected for context
  3. AI summarizes the conversation into a clear question and answer
  4. A new article is created in your knowledge base, and optionally drafted in your support tool
  5. A reply with links to the new article is posted back in the thread
What you get

Know-how saved before it disappears in chat

You get helpful Slack conversations turned into proper Q&A articles in your knowledge base with a single emoji reaction.

What you get

A new FAQ article in your knowledge base, plus a Slack reply linking back to it.

What you need

A Slack workspace, an OpenAI API key, a Notion account, and optionally a Zendesk account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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