Meetings Recorded. Notes Delivered.

Meeting transcription that actually saves time (not just text)

Most meeting-transcription tools dump a wall of text in your inbox an hour after the call. That's not useful — it's a chore. The point of transcribing a meeting is to not have to remember it: who promised what, what was decided, what got parked for later, and what the room actually agreed on. The transcript is a means; the structured summary, action items, and quote-able evidence are the goal.

The 4 outputs every transcription should produce

A useful meeting recording, run through good AI, gives you four artifacts — not one:

1. Searchable transcript with speaker labels and timestamps. The transcript is the legal-quality source of truth and lets you jump back to the moment something was said. Without speaker labels, "John said the launch is delayed" turns into a guessing game.
2. Decisions and action items as a bulleted list, ideally with owners and deadlines extracted automatically. This is what most attendees want from a recap. Skip this step and the recording rots in a folder.
3. One-paragraph executive summary for people who didn't attend. Three or four sentences covering: what was the meeting for, what was decided, what's the next step. This is what gets pasted into Slack/Teams when someone asks "what did I miss?"
4. SRT or VTT subtitle file if the recording will be re-used as a video, training material, or podcast. SRT is the universal subtitle format; VTT is the same idea optimized for HTML5 video. Both let viewers skim a long meeting visually.

FastlyConvert produces all four from a single upload. The transcript and summary are generated by Whisper Large-v3 (the most accurate openly-available speech model as of 2026), with speaker diarization layered on top to identify each voice consistently across the meeting.

Recording quality determines accuracy more than anything else

Whisper Large-v3 routinely hits 95-99% word-level accuracy on a clean recording. The same model on a bad recording — laptop mic in a coffee shop, two people on speakerphone, four overlapping voices on Zoom Gallery view — drops to 70-80% and confuses speakers. A few habits make a measurable difference:

Privacy: where the audio actually goes

Meeting recordings are some of the most sensitive content people upload — they routinely contain hiring discussions, legal strategy, customer health data, financial forecasts, and internal disagreements. FastlyConvert processes the upload over HTTPS, runs transcription on isolated worker nodes, returns the transcript and summary to your browser, and auto-deletes both the source audio and the generated text within 24 hours. We do not train models on your content, do not retain it for "service improvement", and do not share it with third parties. Pro accounts unlock optional immediate-deletion-after-download for the most sensitive workflows.

For meetings covered by HIPAA, GDPR special-category data, attorney-client privilege, or specific corporate retention policies, run a quick check that your team's data-handling policy permits using a third-party transcription tool. Most enterprise policies allow it provided the vendor offers data-deletion guarantees and a Data Processing Agreement (DPA), both of which we can provide on request.