The Real Privacy Problem With Meeting Assistants
Meeting transcription has become one of AI's most practically useful applications. But the dominant tools in this space — Otter.ai, Fireflies, and their peers — share a common architecture: your meeting audio gets uploaded to someone else's cloud, processed there, and stored there. For founders discussing unreleased products, lawyers, healthcare workers, or anyone operating under an NDA, that model is a non-starter.
The cost isn't trivial either. Most polished meeting assistants run $10–$20 per month per seat, which adds up fast across a team. The question worth asking: does it actually need to work that way?
What Meetily Does Differently
Meetily is an open-source AI meeting assistant that runs entirely on your local machine — it captures meetings, transcribes them in real time, and generates summaries, all without sending audio data to the cloud. The underlying transcription models are open source, freely available, and run on your own hardware.
It's available as a native desktop app for Windows and macOS. Linux users can build it from source. A free Community Edition is downloadable from GitHub; there's also a Pro tier at $10/month for those who want enhanced capabilities.
Setup and How It Works
The workflow is deliberately low-friction:
- Install the app and let it download the required AI models on first launch.
- Grant permission to capture both microphone audio and system audio — this is what lets it record all sides of a call without platform-specific integrations or meeting bots joining as a participant.
- Hit record at the start of any call and watch transcription happen in near real time.
- When the meeting ends, request an AI summary — you can even specify which topics or action items to focus on.
Because Meetily captures audio at the system level rather than integrating with specific platforms, it works with Zoom, Microsoft Teams, Google Meet, and any other video conferencing tool you happen to use. It'll even work for in-person meetings if your laptop microphone can pick up the room.
A beta feature lets you import previously recorded audio or video files for local transcription — useful if you recorded an in-person conversation on your phone and want a transcript back at your desk.
Free vs. Pro
The Community Edition is genuinely free — no subscription, no usage limits, no account required. The $10/month Pro tier adds enhanced capabilities for teams that need them.
The free version's most significant limitation is the absence of speaker labels — the transcript won't tell you who said what. For anyone needing to attribute quotes or action items to specific people, that's a real gap, and it's worth being honest that a fully free, open-source solution with reliable speaker diarization doesn't yet exist in this space.
The Competitive Landscape
The local transcription space is filling in fast, and the tradeoffs are worth understanding:
- noScribe can identify speakers but only processes pre-recorded files — no live meeting capture.
- Anarlog (formerly Hyprnote) offers a broader set of AI model integrations but is reportedly more complex to set up.
- Quill requires account creation even for its local option, which undermines the privacy premise somewhat.
What makes Meetily stand out is the combination of straightforward setup — download, install, run — with genuinely local processing. No meeting bots, no cloud handshake, no terms-of-service paragraph about what happens to your audio.
For teams already using tools like Otter.ai, the switch is less disruptive than it sounds. The real unlock is for anyone in a regulated industry or building something sensitive — the crowd for whom "your data stays on your machine" isn't a marketing line but an actual requirement.
