Most
Action items never become tickets
They sit in Fireflies, Notion, or Slack without an owner or due date.

Meetings to tickets
Decisions and tech requirements in the same workspace.
The category
A transcript is only the start. Arvad extracts tickets, named decisions, and typed requirements into a review inbox, then keeps them with the rest of the build work.
OAuth into Fireflies, Recall, Otter, Zoom, or Google Meet, or paste a transcript any time.
Speaker-aware extraction: action items, named decisions, typed tech requirements.
Review inbox: approve, edit, or discard before anything hits the workspace.
Tickets and decisions route to the right project, with carry-forward on the next call.
The gap
Transcripts and bullet summaries are table stakes. The work is what happens next.
Most
They sit in Fireflies, Notion, or Slack without an owner or due date.
Re-debated
Without a named, dated record, the same call happens again.
Manual
Extracting a PRD by hand burns PM hours.
Generic
You need a ticket on the right product with the right owner.
Speaker-aware extraction turns calls into draft tickets, decision records, and tech requirements, routed before you approve.
Each item lands as a draft ticket on the right project, with an owner suggested from attendees.
Draft ticket on the right project
Named, dated, attributed decision records you can search later.
Named, dated, attributed
Constraints, SLAs, integrations, and data shapes as typed tech requirements linked to tech design.
Linked to tech design
Fireflies, Recall, Otter, Zoom, Google Meet, Microsoft Teams. Paste a transcript or pull from the integration.
OAuth or paste a transcript
Speaker diarization maps to your team and clients so tickets and decisions get the right attribution.
Speaker-aware attribution
Infers product and project from what was discussed, not only the meeting title.
Right product, right owner
Everything lands in a review inbox first. Approve, edit, or discard.
Nothing commits without review
Next call surfaces open action items and prior decisions.
Open items return next call
Arvad sits where the thread keeps the plan, staging, spend, and checks.
| Capability | Fireflies / Otter / Notes app | Arvad meetings |
|---|---|---|
| Output | Transcript + bullets | Tickets, decisions, tech requirements |
| Lands in your workspace | No | Yes, on the right product |
| Owner assignment | Manual | Suggested from attendees |
| Decision record | A bullet | Named, dated, attributed |
| Review before commit | n/a | Inbox: approve, edit, or discard |
| Re-debate prevention | None | Carry-forward into next call |
| Tech requirement extraction | None | Linked to tech design |
Connect once, extract structured work from every call, approve in one inbox. Tickets and decisions stay with the build.
Connect once, extract structured work from every call, approve in one inbox. Tickets and decisions stay with the build.

OAuth into Fireflies, Recall, Otter, Zoom, or Google Meet, or paste a transcript any time. Arvad ingests both scheduled syncs and one-off discovery calls without changing how your team meets.
8–12
Discovery calls usually leave many action items
Most never become tickets without extraction.
< 5 min
Review time per call
Confirm-and-edit is faster than skimming a transcript.
→ PRD
Discovery calls can feed draft PRDs
Client discovery can feed auto-document.
0
Fewer re-debated decisions
Named, attributed decisions stick.
Limits stated plainly. No demo theater.
One question
If you cannot, you still have a chat log. Arvad keeps that work in one workspace.
Keep exploring
Bring a recent transcript. Keep the tickets with the project.