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Meeting transcripts to tracked work

Every meeting ends with commitments. Fireflies has them, so Vindaris takes them.

When Fireflies finishes transcribing, it tells Vindaris. The full transcript is pulled, action items and commitments are extracted, and the ones that matter become tracked work under the goal they affect. No copying, no pasting, no post-meeting admin.

Connect Fireflies free

Free forever | Two integrations included | Your team keeps working in Fireflies.ai

Trigger
Fireflies fires a webhook the moment transcription completes.
Pulls
The full transcript through the Fireflies GraphQL API.
Extracts
Action items and commitments, reviewed before they become tasks.
Auth
Your Fireflies MCP endpoint and key. No manual uploads.
What Vindaris reads

Automatic ingest, then a review step before anything becomes work.

Meeting tools produce action items. What they cannot do is decide which objective those items belong to, or notice when a decision contradicts the plan. That is the part Vindaris adds, with a human confirmation in between.

Transcripts on completion

The transcription completed webhook triggers the pull, so a meeting that ends at 11:00 is already in the review queue by the time people are back at their desks.

Full text, not just the summary

Vindaris fetches the complete transcript rather than the highlight reel, because the commitment that matters is often a sentence nobody flagged.

Action items as candidate work

Extracted action items arrive as proposals mapped to a likely goal. You confirm what becomes real work and discard the rest.

Signals for the Work Graph

Beyond tasks, the transcript feeds the signal pipeline, so decisions and concerns raised in a meeting are available as context on the related goals.

Catch-up ingest

If a webhook is missed, Vindaris can pull the latest transcripts on a schedule, so a broken hook does not silently lose a week of meetings.

Nothing published automatically

Extraction is a proposal, never a silent write. Meetings contain half-decisions, and Vindaris does not turn those into commitments on your behalf.

How the connection works

Paste your endpoint, run a meeting, review what came out.

This is the fastest connection to demonstrate. Record one meeting and the value is visible within the hour.

01
Connect Fireflies

Add your Fireflies MCP endpoint and key. Vindaris derives the GraphQL API host from it for transcript reads.

02
Let the webhook fire

After the next recorded meeting, Fireflies notifies Vindaris and the transcript is fetched without anyone doing anything.

03
Review the extraction

Confirm which action items become tracked work and which goal each one belongs to. Rejects are discarded rather than parked.

04
Watch the follow-through

Those items then behave like any other work: they roll up to the goal, and they get flagged when they stall.

Work Graph

The commitment made in the meeting, tracked after it.

Meeting follow-through is where most objectives quietly die. Items extracted from a transcript are held against the goal and raised when they stop moving.

Work Graph tracking commitments extracted from a Fireflies transcript
Data Studio

What was decided, next to what happened.

Reporting pulls from both sides: the decisions captured in meetings and the work that followed, which makes the gap between the two measurable.

Report comparing meeting decisions with the work that followed
Why it matters

The transcript is not the problem. The forty minutes after it are.

Meeting AI has made recall a solved problem. Nobody argues about what was said any more. What still fails is the handoff: turning six spoken commitments into tracked work owned by named people, against the objectives they affect, before everyone moves on to the next call.

Vindaris does that handoff automatically and then keeps watching. An action item from a Tuesday meeting is not just recorded, it is attached to a goal, weighed against that goal's target, and raised when nothing happens for three weeks. The transcript proves what was agreed. The Work Graph notices when it did not get done.

Related

Where to go next

Use case
When execution starts slipping
Catch the goal whose work stopped moving, weeks before the deadline.
Use case
Automated status reporting
Build the weekly review from work data, not from chasing owners.
Solution
Strategy execution management
Keep the plan connected to the work after the planning offsite.
Frequently asked questions

Fireflies.ai and Vindaris, answered

Do I have to upload transcripts manually?

No. Fireflies fires a webhook when transcription completes and Vindaris pulls the full transcript straight away. A scheduled catch-up pull covers any webhook that goes missing.

Does Vindaris create tasks automatically from a meeting?

Extraction produces proposals, not silent writes. You confirm which action items become tracked work and which goal each belongs to, because meetings are full of conditional statements that should never become commitments.

Does it use the Fireflies summary or the full transcript?

The full transcript. Summaries drop the sentence where someone quietly agreed to own something, and that sentence is usually the one that matters for execution.

What happens to a commitment after it is accepted?

It behaves like any other work in Vindaris. It rolls up to its goal, contributes to progress when completed, and gets flagged by the Work Graph if it sits untouched while the goal's target date approaches.

Stop losing the meeting in the transcript archive.

Connect Fireflies.ai in a couple of minutes. Free forever for goal management, two integrations included.

Connect Fireflies free

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