AI Meeting Notes Compared 2026: The Blind Spot in Otter, Fireflies, PLAUD and TicNote, and Why Transcription + Translation Should Be One

Over the past year, AI meeting note-takers have become standard kit for office workers — Otter, Fireflies, Granola, Fathom, tl;dv, Read AI, Notta, plus hardware recorders like PLAUD and Mobvoi TicNote automatically turn meetings into text, summarize them, and list action items. For single-language meetings, they really are useful.

But the moment a meeting becomes cross-lingual and multilingual — especially common in Hong Kong offices, where Cantonese, English and Mandarin get mixed together and a client might also speak Japanese or Korean — these tools reveal their blind spot: they're great at transcription, but not so great at real-time translation.

This article takes a neutral look at the strengths and limits of the leading AI meeting note-takers, and explains why multilingual meetings really need a solution that combines real-time transcription and real-time translation in one.

The leading AI meeting note-takers at a glance

First, a clear look at where each one stands (specs and prices reflect publicly available 2026 information; always check the latest official announcements):

A common pattern emerges: the "transcription" language counts all look impressive, but "real-time translation" is either limited to very few languages or only happens once the recording is over. Fireflies illustrates the point best — its multilingual transcription is arguably the strongest of the bunch (recognizing 60+ languages at once in a single session, even detecting Chinese-English mixing word by word), yet it does no real-time speech translation at all, handling only transcription and after-the-fact summaries. In other words, the whole category is fundamentally about transcription, not real-time translation. That's fine for tidying up meeting records afterward, but for multilingual meetings where you need to understand the other person while the meeting is happening, this is exactly the critical gap.

Where these tools genuinely shine

To be fair, if your meetings are basically single-language, these tools do deliver a great experience:

• Auto summaries and action items. A one-hour meeting is recorded and automatically turned into a summary, decisions, and action items, saving a lot of cleanup time.
• Integration with meeting platforms. Otter and others can auto-join Zoom/Teams/Google Meet and record the whole thing.
• Searchable records afterward. Full transcripts and highlights make it easy to look things up later.
• Reliable hardware options. Dedicated devices like PLAUD and TicNote have long battery life and stable audio capture, ideal for long interviews and in-person meetings.

If your meetings are mostly in English (or a single language) and you need an after-the-fact text record and summary, these tools are all reasonable choices.

The real gap in multilingual meetings

The problem is this: cross-lingual meetings need more than "a transcript afterward" — you need to understand each other in the moment. Here these tools hit several real-world limits:

1. Transcription ≠ translation. Most tools first turn speech into "source-language text," and translation is a separate — and weaker — step. Otter's transcription supports only about 4 languages; and even Fireflies, the strongest multilingual transcriber (100+ languages), states plainly that it offers no real-time speech translation — it can record everyone accurately, but it won't translate into a language you understand in the moment.
2. "Real-time translation" is limited to few languages, or has to wait until afterward. The advertised "100+/120+ languages" are mostly translatable only after recording; genuinely real-time translation is often just a dozen-odd languages. If you want to follow along live during the meeting, your options are actually quite limited.
3. They serve the "note-taker," not "everyone else in the room." What these tools output is a record for you to read later; but what a multilingual meeting really needs is for every person present to read captions live in their own language.
4. Poor at Cantonese-English mixing. The kind of Chinese-English code-switching common in Hong Kong meetings — "我想去 Causeway Bay 開會" (I want to go to Causeway Bay for a meeting) — is exactly where most international tools are most prone to errors.
5. Often dependent on the cloud and network. Most AI processing, hardware and software alike, happens in the cloud; uploading conversations from sensitive business meetings is a trade-off you need to think through first.

In other words, these are excellent meeting-record tools, but they aren't designed for real-time multilingual communication.

How Traverba does it: transcription and translation in one

Traverba isn't positioned as yet another "after-the-fact note-taker." It combines real-time transcription and real-time translation into one, purpose-built for multilingual meetings and events:

• Real-time transcription and real-time translation at the same time — as someone speaks, the text and its translation appear together; no waiting until the meeting ends to translate.
• 100+ languages — and usable live, not a "translate it later" list.
• Everyone in the room can follow — attendees scan a QR code with their phone and instantly see live captions in their own language on their own screen; no separate interpreter, no interpretation booth.
• Cantonese-first — specially optimized for Hong Kong's Cantonese-English mixing and local vocabulary, exactly where international tools are weak.
• Full transcript + translation exportable — when the meeting ends you can still export the record and summary, so after-the-fact cleanup is just as complete.
• Flexible deployment — it can integrate with your existing Zoom/Teams and meeting-room AV systems, and also offers on-premise deployment to meet data-control requirements.

Traverba isn't out to dismiss AI meeting note-takers — if your meetings are single-language and you only need an after-the-fact summary, they're still useful. But if your meetings have multiple languages in the room and everyone needs to understand each other in the moment, then what you need isn't just "transcription" — it's "transcription and translation in one."

Which meetings call for which tool?

Use an AI meeting note-taker if you —

• Mostly hold single-language meetings (usually English or all in one language throughout)
• Mainly need after-the-fact transcripts, summaries and action items
• Value automatic integration with Zoom/Teams

Use Traverba if you —

• Have multiple languages in the room at meetings or events and need everyone to understand each other in the moment
• Want every person present to see live captions in their own language, not just a record for yourself afterward
• Frequently encounter Cantonese-English / Chinese-English mixing and need a solution that handles localization well
• Also want a full exportable transcript and translation afterward

Find out more

Traverba provides real-time transcription and real-time translation for meetings and events: one speaker, 100+ languages, attendees scan a QR code with their phone to see live captions in their own language, and after the meeting you can export the full transcript and translation.

To learn about meeting and event solutions, visit traverba.com; for personal real-time translation, you can also download the app, free on both Google Play and the App Store.

Before your next cross-lingual meeting, it's worth thinking it through: do you just want a record afterward, or do you want everyone in the room to understand each other in the moment?

The models, prices, language counts and real-time translation support of the products mentioned here — Otter, Fireflies, Granola, Fathom, tl;dv, Read AI, Notta, PLAUD, Mobvoi TicNote — reflect publicly available information as of June 2026 and may change at any time; please verify against official announcements before adopting any of them. Transcription and translation results vary by language, accent, audio environment and network conditions, so we recommend testing for yourself based on your own situation.