How to Extract Action Items from a Meeting Automatically

The point of most meetings is the list of who does what by when - and it is the part most often lost. An AI meeting summarizer can pull that list out of a recording, but it helps to know what it listens for, so the meeting gives it something to hear.

1 min read4 stepsUpdated September 3, 2026
  1. What counts as an action item

    A commitment with a doer: "I'll send the draft on Thursday", "Can you check the numbers before Friday?" The AI pairs the task with the speaker who took it, or the person it was addressed to, and with any date that was said out loud. Vague intentions - "we should look at that" - are listed as open points rather than tasks.

  2. Run the meeting so the list is good

    Two habits make the automated list nearly complete: say the name when assigning ("Ayşe, can you...") and say the date. A wrap-up at the end - "so, Ayşe has the draft by Thursday, I have the numbers by Friday" - is the single most useful minute of the call for this purpose.

    • Name the owner out loud
    • Say the deadline, even roughly
    • Recap the commitments in the last minute
  3. Read the list in NoteBase

    After uploading the recording on the Meeting Summarizer page, the action items appear under the decisions: each with its owner and deadline, and a timestamp back to where it was agreed. Items with no owner sit in their own group at the bottom - those are the ones to assign before anyone leaves the thread.

  4. Move them where the work happens

    Send the note to Notion and the action items arrive as a list you can turn into database rows, or export the recap as PDF for the people who were not there.

The tool this guide uses

AI Meeting Summarizer

Ready to try it? The AI Meeting Summarizer page has the tool this guide is about, free to start.

Open Meetings

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Questions about this guide

Can it assign owners it never heard named?

No, and it does not guess. A task whose owner was not said is listed without one so that it is visibly unassigned rather than silently given to the wrong person.

Does it work for one-on-ones?

Yes. With two speakers the owner is usually obvious from who said "I will", and the list is correspondingly cleaner.

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