These three are not the same kind of tool
It is tempting to line up Fireflies, Otter, and MeetingFlash as three versions of the same thing. They are not — and that is the most useful thing to understand before choosing. Two of them are built around capturing a meeting; one is built around executing on it. Here is an honest look at each.
Otter: live transcription
Otter is, at its core, a real-time transcription tool. It listens to a meeting and produces a running transcript with speaker labels, plus AI-generated summaries on top.
Strong for: a searchable, verbatim record of exactly what was said; accessibility; revisiting long calls word-for-word.
The tradeoff: you end up with a transcript — a lot of text that still has to be turned into decisions and actions. And the meeting has to be recorded and transcribed, which is not always welcome.
Fireflies: a recording bot with a searchable archive
Fireflies sends a bot to join your calls. It records, transcribes, and generates summaries and action items from the transcript, then stores everything in a searchable archive with integrations into your other tools.
Strong for: teams that want an automatic, hands-off archive of every call; sales orgs that revisit conversations; no-note-taking workflows.
The tradeoff: a bot joins every meeting, calls are recorded, and the output is still transcript-derived. You are managing a library of past calls rather than finishing the work from the current one.
MeetingFlash: execution from your own notes
MeetingFlash takes a different starting point. There is no bot and no recording. You paste the notes you took — even rough fragments — and it returns a complete Execution Pack: decisions with rationale, action items with owners and deadlines, open questions, risks, a client-ready follow-up email, a Slack message, and the next agenda. Tie meetings to a project and it carries persistent memory across calls, cross-referencing prior decisions and still-open commitments.
Strong for: people who take their own notes and want the post-meeting work done — the recap, the assignments, the follow-up email — without a recording or a transcript to wade through.
The tradeoff: it does not give you a verbatim record. If you specifically need to know the exact words someone said, that is a transcription job, not this.
The real decision
The choice comes down to three questions:
Who should use which
Many people end up using a capture tool for the calls that need a record and an execution tool for the daily ones that just need to turn into action. For the wider landscape, see Best AI Meeting Assistants in 2026.
See the execution approach
The fastest way to understand the difference is to feel it. Paste notes from your last meeting into MeetingFlash — first pack free, no signup — and watch raw bullets become a finished recap, task list, and follow-up email in about 20 seconds.