Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. Lingopal: Lingopal is an AI platform for real-time speech-to-speech translation, transcription, and captioning across live streams, meetings, and phone calls. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Gilbert when generating french meeting reports for sovereignty-sensitive sectors matters most, and Lingopal when enabling multilingual meetings and esl conversations between teachers, students, and parents via rooms 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.
Lingopal is an AI platform for real-time speech-to-speech translation, transcription, and captioning across live streams, meetings, and phone calls.
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
Lingopal is an AI translation platform that converts spoken audio into other languages in real time while transcribing and captioning it. Its core technology performs speech-to-speech translation with voice cloning that preserves the original speaker's tone and emotion, alongside live captions and editable transcripts. Beyond its main use in live broadcast and streaming (sports, news, events), Lingopal offers a "Rooms" product that turns meetings into multilingual conversations with live voice translation for one-on-one and group settings, and a separate Call product (call.lingopal.ai) that translates phone calls in real time with live transcript and audio. The platform supports a large set of languages (over 100 across its products, with a smaller subset on the call product) and ingests common broadcast formats such as RTMP, HLS, SRT, and MP4, plus API-based workflows. Typical glass-to-glass latency is roughly 2.5 to 4 seconds. It targets broadcast teams, networks, educational institutions engaging ESL students and parents, faith organizations, and enterprises needing cross-language voice communication.
Best suited for
Gilbert is a free tier with paid upgrades (freemium); Lingopal is a free tier with paid upgrades (paid). Always confirm current pricing on each vendor's site before buying.
| Feature | Gilbert | Lingopal |
|---|---|---|
| Core capability | Live meeting capture across desktop, mobile and web | Real-time speech-to-speech translation across 100+ languages |
| Standout feature | Structured reports with summaries, decisions and assigned actions | Voice cloning that preserves speaker tone and emotion |
| Team usage | Proprietary French language models and custom terminology dictionary | Live captions and editable transcripts |
| Integrations | Natural-language search across past meetings | Rooms product for multilingual meetings and group conversations |
| Languages & capture | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer | Call product for real-time phone call translation |
| Best-fit workflow | Live meeting capture across desktop, mobile and web | Broadcast ingest support (RTMP, HLS, SRT, MP4) and API workflows |
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.
Lingopal
Choose Lingopal if you need translating live sports, news, and event broadcasts into multiple languages in real time — strengths include combines live translation, transcription, and captioning in one platform.
Gilbert
Lingopal
It depends on your workflow. Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors, while Lingopal is strong for translating live sports, news, and event broadcasts into multiple languages in real time. Both transcribe and summarize meetings.
Gilbert is a free tier with paid upgrades and Lingopal is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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