How does Doe handle vague commitments like "I'll look into it"?

Doe flags vague commitments separately from concrete action items. Items like "I'll look into it" are captured with context but marked as needing clarification, so nothing slips through but nothing gets over-specified either.

Can it distinguish decisions from general discussion?

Yes. Doe uses conversational markers (agreement from multiple speakers, definitive language, topic closure) to separate decisions from brainstorming or open discussion. The summary clearly labels what was decided versus what was explored.

Does it update existing Notion tasks or always create new ones?

Doe checks for existing tasks with similar descriptions and owners. If a meeting references ongoing work that already has a Notion task, Doe updates it with new context and deadline changes rather than creating a duplicate.

What about meeting privacy and sensitive conversations?

Doe only processes meetings where recording and transcription are explicitly enabled by participants. Transcripts are processed in isolation and not retained after tasks are created. You can exclude specific meetings or recurring series from processing entirely.

Every meeting ends with captured action items, not forgotten promises

After every meeting, Doe reads the full Zoom transcript, identifies action items, decisions, and open questions, assigns owners based on who said what, and routes tasks to Notion or Linear based on type. A summary posts to Slack within minutes.

Talk to sales Automate Meeting Action Extractor

After every Zoom meeting, Doe reads the full transcript, identifies action items with owners and deadlines from conversational context, routes tasks to Notion or Linear based on type, and posts a summary of decisions and open questions to Slack within 15 minutes of meeting end.

What changes

Dimension	Before	With Doe
Action item capture rate	Ad-hoc notes catch maybe half the commitments	Every commitment parsed from the full transcript. Nothing buried in cross-talk gets missed
Owner assignment accuracy	Vague or missing. "Someone will handle it"	Owners matched from speaker attribution and conversational context
Follow-through rate	Items live in a doc nobody re-opens	Tasks routed to Notion and Linear with deadlines, linked back to the transcript
Time spent on meeting notes	15-30 minutes per meeting writing and formatting	Zero. Summary and tasks delivered within 15 minutes of meeting end
Decision visibility	Decisions buried in meeting chat or memory	Key decisions, action items, and open questions posted to Slack for the whole team

How Doe extracts action items from every meeting

Reads the full meeting transcript with speaker attribution

Zoom

47 minutes of transcript ingested across 4 participants with timestamps and topic flow

Extracts action items from conversational context

Doe found 6 commitments buried in phrases like "I'll handle that," "Can you send me...," and "Let's get this done by Friday"

Assigns owners and infers deadlines from who said what

Doe matched each item to the speaker or addressee and inferred deadlines from "by end of week" and "before the launch"

Creates cross-functional tasks with transcript context

Notion

4 tasks created — follow-ups, decisions to communicate, docs to share — each linked to the relevant transcript excerpt

Routes engineering work with priority and assignee

Linear

2 issues filed in the correct project so eng knows exactly what was discussed and agreed

Posts the meeting summary to the project channel

Slack

3 key decisions, 6 action items routed, and 2 unresolved questions flagged for follow-up

Runs Triggered after every meeting with recording enabled · Tasks created in Notion and Linear, summary posted to Slack

Meetings generate promises that nobody tracks

A one-hour meeting ends with six things people agreed to do. Nobody writes them down. Or rather, the "meeting notes" person captures discussion points but misses the commitments buried in cross-talk. By Friday, nobody remembers who was supposed to do what. The things that felt urgent and obvious at 2 PM Tuesday are gone by Thursday standup.

This is not a tool problem. It is a cognitive load problem. The person taking notes is also trying to participate. And even when someone does write down action items, they end up in a Google Doc that nobody checks again. The gap between "we agreed" and "it got done" is where organizational productivity dies.

Get started in under 10 minutes

Connect your tools

One-click OAuth for each integration. No API keys, no engineering.

Describe what you need

“After every recorded Zoom meeting, read the transcript, pull out every action item with an owner and deadline, create tasks in Notion for cross-functional follow-ups and file engineering issues in Linear. Post a summary of decisions, action items, and open questions to the project's Slack channel.”

It runs on schedule

Triggered after every recorded meeting, with tasks and a summary delivered within 15 minutes.

Meeting Action Extractor FAQ

Yes. Doe supports any meeting platform that produces a transcript. Zoom is the most common, but Microsoft Teams and Google Meet transcripts are processed the same way.

Related workflows

Ops & Chief of Staff

Executive Inbox Triage