Automatically merge Slack, Teams, and GitHub updates into your docs

It gathers messages and code updates from your tools, analyzes them with AI, and updates your documentation automatically.

How the work actually flows

It branches. Every path runs.

Pattern: Parallel Split (2) ยท Structured Synchronizing Merge (7)

flowchart TD trig(["On a set schedule"]):::trigtime s0["Check tools for new activity"]:::svc s1["Combine updates into one set"]:::task s2["AI drafts documentation changes"]:::task s3["Check quality and format pages"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 gx{"+ Where to publish updates"}:::gate s3 --> gx p00["Publish page to Notion"]:::task gx -->|"Publish to Notion"| p00 p10["Publish page to Confluence"]:::task gx -->|"Publish to Confluence"| p10 p20["Send Slack notification"]:::task gx -->|"Notify team in Slack"| p20 p00 --> out p10 --> out p20 --> out out[/"Documentation pages updated automatically"/]:::out pay{{"Docs stay current without manual hunting"}}:::pay 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 serviceEvery pathResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGEmail AutomationMessaging & NotificationsDevOps & IT Operations
Connects
SlackMicrosoft TeamsGmailGitHubConfluenceNotionClaude

The problem it solves

Your team's knowledge lives scattered across chat threads, meeting notes, and code repositories, so keeping documentation current means constantly hunting for updates. Important context gets lost between platforms, and by the time someone writes it down, it's already outdated.

Who it fits

Teams that manage documentation or knowledge bases across multiple communication and development tools.

How it works

  1. On a set schedule, the system checks Slack, Teams, Gmail, and GitHub for new activity
  2. It combines everything into one set of updates
  3. AI reviews the content and drafts documentation changes
  4. The updates are checked for quality and formatted
  5. Finished pages are published to Notion and Confluence, and your team gets a Slack notification
What you get

Documentation drafts ready for your review

Updates from your team's chats and code land in draft documentation pages, ready for a quick review before publishing.

What you get

Updated documentation pages in Notion and Confluence, plus a notification letting your team know what changed.

What you need

Accounts for Slack, Microsoft Teams, Gmail, GitHub, Confluence, Notion, and an Anthropic API key.

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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