Every commitment from every meeting tracked automatically
Doe parses Fireflies transcripts for phrases like "I'll handle that" and "by end of week," matches each commitment against existing Jira tickets, and creates new tickets with the exact quote, speaker, timestamp, and inferred deadline.
Fireflies transcripts parsed for commitments with speaker attribution, cross-referenced against Jira, and turned into tickets for untracked promises. Each ticket includes the exact quote, speaker, timestamp, and deadline.
What changes
| Dimension | Before | With Doe |
|---|---|---|
| Commitment capture rate | Ad-hoc notes catch 40-60% of promises made in meetings | Every commitment parsed from the full transcript with speaker attribution |
| Ticket creation lag | Days or never. Most commitments never become tickets. | Tickets created within minutes of meeting end |
| Accountability | "I forgot I said that" is the default outcome | Each ticket links to the exact transcript quote, speaker, and timestamp |
| Duplicate handling | Duplicate tickets from different note-takers or missed existing tickets | Doe checks Jira first and updates existing tickets instead of creating duplicates |
How Doe tracks meeting commitments
FirefliesTranscript from the Q1 planning meeting (62 minutes, 8 attendees). 14 action items identified by speaker attribution: 4 assigned to Engineering, 3 to Product, 2 to Design, 3 to Sales, 2 to Marketing. 6 have explicit deadlines mentioned. 8 are commitments without dates.
14 commitments matched against Jira. 3 already have tickets (deadlines updated where the meeting changed them). 11 new commitments with no existing ticket, each mapped to the correct Jira project by team.
Jira11 new tickets created across 4 projects. 3 existing tickets updated with new deadlines. Each ticket includes: the exact quote from the transcript, the speaker, the timestamp, and the inferred deadline. Example: "Deliver API docs" assigned to VP Engineering, due Feb 15, linked to transcript at 34:12.
Meetings produce promises that nobody tracks
Meetings produce commitments. "I'll get you that by Friday." "Let's loop in the design team next week." They live in a transcript nobody reads. A week later, half are forgotten. The PM asks "did anyone follow up on that?" and nobody remembers what "that" was.
In the Q1 planning meeting, the VP of Engineering committed to delivering API docs by February 15. The product manager committed to finalizing the pricing page by February 10. Neither created a ticket. February 20, the sales team asks for the API docs. The VP says "I forgot I said that." The pricing page shipped February 22, 12 days late, because nobody tracked the original commitment.
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Describe what you need
“After every Fireflies meeting, read the transcript, extract every commitment with the speaker and any mentioned deadline, check Jira for existing tickets that match, and create new tickets for every untracked commitment. Include the exact transcript quote, speaker name, and timestamp in each ticket.”
It runs on schedule
Triggered after every Fireflies meeting. Tickets created within minutes.
Meeting Commitments Tracker FAQ
Doe works with Fireflies, which supports Zoom, Google Meet, and Microsoft Teams. If you use a different transcription service (like Otter or Grain), Doe can process those transcripts too.
Related workflows
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