How it works
Draft, confirm, execute — with an emotion layer in the middle
Five steps take a raw transcript to a ticket in your sprint. Step 02 is what makes Prosody different: the follow-up work is drafted against how the conversation actually felt, not just what was said.
- 01
Import the transcript
Export a meeting transcript from Zoom or Microsoft Teams and upload the file, or paste the transcript from Google Meet. There is no bot to add to your calls and nothing to install — Prosody works entirely from the transcript you already have.
The transcript is parsed into clean, timestamped speaker segments: who spoke, when, and for how long — line-level from Zoom and Teams, and approximate for Google Meet, whose transcript only carries five-minute markers. That structure is what everything downstream reads from.
- 02
Score the emotional tone
A RoBERTa model fine-tuned on the EmoBank corpus scores every line for valence — how warm or hostile the language is — and rolls it up into a mood timeline for the whole meeting.
Where negative valence lines up with a spike in the energy behind the words, Prosody marks a tense moment. Those stretches are usually where a decision started to slip, and they are what let the drafting step weigh urgency instead of guessing at it. We validated this ranking against human ratings of real meeting transcripts, not just the research benchmark it trained on — it's the one emotion signal we're confident enough to build a feature around.
- 03
Our AI drafts the work
Our AI reads the transcript and the emotion scores together and drafts action items. Each draft carries a suggested assignee, an AI confidence score, a priority, and a full ticket: description, issue type, story-point estimate, due date and labels.
Descriptions are grounded in what was actually said — no invented root causes, no guessed owners — so what you're confirming is close to ready, not a rough sketch.
- 04
A human confirms
Every draft is shown in full — nothing hidden behind a summary. You accept it as-is, rewrite the description, change the assignee, adjust the estimate, or reject it outright.
Confirming means mapping the suggested name to a real account in your Jira or ClickUp workspace. Nothing leaves Prosody until a person has done that, so a ticket never lands on the wrong person.
If the workspace has both Jira and ClickUp connected, the meeting's tracker is pre-selected here and you can send this one ticket to the other tracker instead.
- 05
Prosody executes
On confirm, Prosody creates the real issue in the tracker for that ticket — your Jira or your ClickUp — and drops it into the right sprint under the right epic, carrying every confirmed field across from the draft. A workspace can run both trackers at once; Prosody creates the ticket where it was routed, and never syncs or mirrors between them.
You don't have to watch it happen or babysit a stuck upload — Prosody handles the creation and keeps working even if a tracker has a rough moment. Every confirm, edit and reject is recorded and feeds the prediction-accuracy metric on your analytics dashboard.