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AI meeting notetakers vs chat-based decision capture: what each one misses

MG

Michael Green

Founder, Withose · 11 July 2026 · 6 min read

TL;DR

  • AI meeting notetakers like Fathom, Fireflies, and Otter genuinely do surface decisions in their meeting summaries now. That is a real capability, not a gap to strawman.
  • The structural limit: they can only capture a decision that happened inside a recorded or transcribed meeting. A decision that concludes across a Slack or Teams thread over hours or days, often with people who were never on a call together, has nothing for a notetaker to transcribe.
  • The two are complementary, not competing: a meeting notetaker for decisions made synchronously, chat-based capture for the growing share that are not. Most teams need both, not a replacement for either.

Do AI meeting notetakers already track decisions?

Yes, genuinely. Fathom, Fireflies, and Otter, the three most widely used AI meeting notetakers, all now produce a structured summary after a call that includes a dedicated decisions section alongside action items and the full transcript. If your team runs on synchronous meetings and already pays for one of these, it is fair to ask why anything else would be needed.

That question deserves a straight answer, not a strawman. This is not a case where the incumbent tool is bad at the job. It is a case where the job itself is bigger than what any of these tools can see.

What a meeting notetaker cannot capture

Every AI notetaker, however good, has the same structural boundary: it can only surface a decision that happened inside a meeting it recorded or transcribed. That is true by construction, not a bug to fix in the next release. A decision that concludes across a Slack or Microsoft Teamsthread over a few hours or a few days, often with people in different time zones who were never on a call together at all, has nothing for a notetaker to attach to. There is no recording. The decision still happened, and it is still worth remembering, but it fell entirely outside the tool's field of view.

This gap is not shrinking. As covered in meeting minutes vs decision records, a growing share of real decisions conclude in chat rather than in a scheduled call, precisely because async discussion lets people weigh in without everyone needing to be free at the same time. A tool that only watches meetings has a blind spot that grows as more of the actual decision-making moves somewhere it cannot see.

When a meeting notetaker is the right tool

If your team makes most of its real decisions in synchronous meetings, calls with clients, leadership syncs, planning sessions, an AI notetaker's decision extraction is a legitimately good fit, and nothing here replaces it. The transcript is the ground truth, the summary saves someone from taking notes, and the decisions section gives you a starting point without extra process. Withose (our product) does not transcribe meetings or calls; if that is where your decisions happen, a notetaker is doing a job Withose simply does not attempt.

When you need chat-based capture too

The moment a meaningful share of your team's decisions conclude in a Slack or Teams thread instead of a call, that portion is invisible to a meeting notetaker no matter how good it is, and it needs its own capture path. This is where Withose fits: type /withose in Slack or mention @Withose in Teams on the thread where the decision happened, and AI drafts the record directly from the conversation, the question, the options, and where each person stands, the same way a notetaker drafts a summary from a transcript, just for a different medium.

For most real companies, this is not an either/or choice. Decisions made on calls belong in whatever notetaker you already have. Decisions made in chat need something built for chat. The honest recommendation is to use both for what each is actually good at, rather than expect one tool built for meetings to also cover the decisions that never had one.

A quick way to tell which situation you are in: look at your last five significant decisions. If most of them have a meeting you could point to, your notetaker already has you covered. If more than one or two concluded in a thread with no meeting attached, that is the gap a decision record from chat closes, and the playground shows the exact flow on sample data with no account.

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