Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. Mumble AI: A voice-first AI workspace for Mac that records meetings without a bot, transcribes audio, and turns conversations and dictation into structured notes. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Gilbert when generating french meeting reports for sovereignty-sensitive sectors matters most, and Mumble AI when recording and transcribing meetings offline on a mac for privacy matters most. Run both through a week of actual calls to see which suits your workflow.
French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure.
A voice-first AI workspace for Mac that records meetings without a bot, transcribes audio, and turns conversations and dictation into structured notes.
Gilbert is a French AI meeting note taker developed by the startup Lexia France, designed and hosted in France with a strong sovereignty focus. It captures meetings live across desktop, mobile and web and automatically produces structured meeting reports that include summaries, decisions and assigned action items. The product is built around proprietary French language models and a custom terminology dictionary that lets users add domain-specific terms, and it offers natural-language search across past meetings. A defining characteristic is its data-sovereignty stance: Gilbert states that data is hosted on OVHcloud infrastructure with SecNumCloud qualification from the French cybersecurity authority ANSSI, that no data crosses the Atlantic, and that it does not rely on third-party model providers. The company lists SOC 2 Type 2, ISO 27001 and GDPR compliance. Gilbert integrates with many business tools, including native connections to Slack, Notion, HubSpot, Salesforce and Teams plus broad coverage through Zapier. It targets French-speaking organizations, particularly those in regulated or sovereignty-sensitive sectors, that want automated French meeting documentation kept entirely within France. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Mumble AI is a voice-first workspace built for macOS that captures meetings, voice memos, and system-wide dictation, then turns spoken audio into structured, organized notes. Rather than sending a bot into a call, Mumble records directly from the Mac's system audio, so no extra participant appears in Zoom, Google Meet, Microsoft Teams, or Slack calls. It can auto-detect when a meeting starts via Google Calendar integration, display a live transcript with speaker labels during the conversation, and produce a summary with decisions and action items once the meeting ends. Beyond meetings, Mumble offers system-wide dictation that works in any text field, auto-organizing voice notes, and customizable templates for consistent note formatting. A notable feature is its dual processing approach: a cloud mode aimed at higher accuracy across many languages, and a fully local on-device mode where recording, transcription, speaker identification, and summarization run entirely on the Mac and work offline so audio never leaves the device. It is aimed at Mac users, including privacy-conscious professionals, who want hands-free capture and quick note generation. A companion iOS app, Mumble Note, syncs voice captures to the Mac. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Gilbert is a free tier with paid upgrades (freemium); Mumble AI is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gilbert | Mumble AI |
|---|---|---|
| Core capability | Live meeting capture across desktop, mobile and web | Bot-free meeting capture recorded directly from Mac system audio |
| Standout feature | Structured reports with summaries, decisions and assigned actions | Live transcript with speaker labels during the call |
| Team usage | Proprietary French language models and custom terminology dictionary | Automatic summaries with decisions and action items |
| Integrations | Natural-language search across past meetings | 100% local on-device mode that works offline |
| Languages & capture | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer | System-wide dictation that works in any text field |
| Best-fit workflow | Live meeting capture across desktop, mobile and web | Customizable note templates and Google Calendar auto-detection |
Gilbert
Choose Gilbert if you need generating french meeting reports for sovereignty-sensitive sectors — strengths include strong french data-sovereignty posture with anssi-qualified secnumcloud hosting.
Mumble AI
Choose Mumble AI if you need capturing structured notes from zoom, meet, teams, or slack calls without adding a bot — strengths include no bot joins the call, so meetings stay private and uninterrupted.
Gilbert
Mumble AI
It depends on your workflow. Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors, while Mumble AI is strong for capturing structured notes from zoom, meet, teams, or slack calls without adding a bot. Both transcribe and summarize meetings.
Gilbert is a free tier with paid upgrades and Mumble AI is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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