Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. MacParakeet: Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Gilbert when generating french meeting reports for sovereignty-sensitive sectors matters most, and MacParakeet when system-wide dictation across applications for privacy-conscious users matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure.
Free, open-source local voice app for Apple Silicon Macs offering on-device meeting recording, live transcripts, dictation, and file transcription powered by NVIDIA Parakeet.
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
MacParakeet is a free, open-source voice application for Apple Silicon Macs that runs speech recognition entirely on-device using NVIDIA's Parakeet TDT model via FluidAudio CoreML. Beyond system-wide dictation and file or URL transcription, it includes a meeting recording mode with live transcript preview, in-app note-taking, and export, plus meeting calendar integration through macOS EventKit that can show reminders and optionally auto-start recording. Because all speech recognition runs locally, the project states that audio remains on the device, with no cloud speech-to-text, no required accounts, and opt-out telemetry. It supports around 25 European languages with automatic detection and includes a text cleanup pipeline for filler removal, custom word replacements, and snippet expansion. Optional AI features such as summaries, chat, and text formatting can be enabled through cloud or local providers when the user chooses. Built with Swift and SwiftUI and distributed under the GPL-3.0 license, MacParakeet is actively maintained on GitHub and can be installed via a notarized DMG, a Homebrew cask, or built from source. It is positioned as a privacy-respecting, bot-free option for capturing meetings directly from 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); MacParakeet is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gilbert | MacParakeet |
|---|---|---|
| Core capability | Live meeting capture across desktop, mobile and web | On-device meeting recording with live transcript preview and note-taking |
| Standout feature | Structured reports with summaries, decisions and assigned actions | Meeting calendar integration via macOS EventKit with optional auto-start |
| Team usage | Proprietary French language models and custom terminology dictionary | System-wide dictation with hotkey and push-to-talk modes |
| Integrations | Natural-language search across past meetings | File and URL transcription on the device |
| Languages & capture | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer | Local NVIDIA Parakeet TDT speech recognition with no cloud STT |
| Best-fit workflow | Live meeting capture across desktop, mobile and web | Text cleanup pipeline including filler removal and custom replacements |
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.
MacParakeet
Choose MacParakeet if you need capturing and transcribing meetings locally on a mac without a bot — strengths include free and open source with on-device speech recognition.
Gilbert
MacParakeet
It depends on your workflow. Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors, while MacParakeet is strong for capturing and transcribing meetings locally on a mac without a bot. Both transcribe and summarize meetings.
Gilbert is a free tier with paid upgrades and MacParakeet 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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