Turn Slack History Into Status Docs That Update Themselves
The short answer
An AI assistant reads the Slack channels for each project or client on a schedule and keeps a status doc up to date: what changed, decisions made, open questions and blockers. A project lead approves each update before it's published, and every change keeps a link back to the Slack thread it came from.
The problem
In a busy team, the real status of a project lives in Slack, scattered across dozens of threads. The official status doc, if there is one, was last updated three weeks ago by someone who meant to keep it current. New people joining a project have to scroll back through months of messages. Owners ask for updates and get a slightly different story from each person.
Writing status updates is one of those jobs everyone agrees matters and nobody wants to do. It takes real time to read back through a week of chatter and pull out what actually changed, so it gets skipped when things are busy, which is exactly when it’s needed most.
How it works
- You pick the channels that map to each project or client, and the doc where each status should live, in Notion or Google Docs.
- On a schedule, the assistant reads the new messages since the last update.
- It drafts changes to the doc: progress, decisions, open questions, blockers and upcoming dates, each linked to the thread it came from.
- The project lead gets a short summary of proposed changes in Slack and approves, edits or rejects them.
- Approved changes are published, and the doc keeps a simple change history so you can see what moved and when.
Human checkpoints
The AI writes; the person who owns the project approves.
- Every update is approved by the project lead. Status docs shape what owners and clients believe. A wrong “done” causes real trouble.
- Uncertain items are flagged. If a decision looks tentative or people disagreed, it’s marked for the lead to settle.
- Sources are kept. Every line links back to Slack, so anyone can check context.
Some teams eventually let sections where little is at stake, like “recent activity,” update without approval. Decisions and dates stay reviewed.
What it doesn’t do
It only knows what’s said in the channels it reads. If the important stuff happens on calls or in DMs, the doc will have gaps, and the fix is a habit change, not more AI. It won’t settle disagreements or decide what’s a priority. It also isn’t great for very small teams where everyone already knows the status; a doc nobody needs is just noise.
Illustrative outcome
Picture an agency where the owner used to start Monday by asking each lead for updates. Now she opens one doc per client, already current, with links to the threads that matter. The leads spend a few minutes approving changes instead of writing reports from scratch.
