Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. Jamworks: AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids. 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 Jamworks when generating summaries and flashcards from recorded classes matters most. Try them side by side on real calls before deciding — needs vary by team.
French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure.
AI note-taking and captioning tool that turns lectures and meetings into transcripts, summaries, captions and interactive study aids.
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
Jamworks is an AI-powered note-taking application focused on lectures, classes and meetings, with a strong emphasis on accessibility for students and educational institutions. It records or ingests spoken sessions and produces live captions and word-for-word transcripts with speaker titles, while automatically enhancing a user's own typed or handwritten notes using the lecture transcript. From each recording Jamworks generates AI summaries and highlights, breaks long sessions into digestible chapters, and lets users review content as captioned video clips, audio chapters and full transcripts. A built-in personal AI tutor, JamAI, uses the transcript of each session as reference material so learners can ask follow-up questions and get explanations on demand in many languages, and the tool can turn highlights into interactive flashcards and quiz-style study modes. Jamworks supports transcription and learning features across a range of languages and is designed with accessibility in mind, including screen-reader compatibility and standards-based compliance, making it especially useful for neurodivergent and disabled students. It works across mobile, tablet, laptop and web and integrates with major learning management systems, serving students, universities and other learners who need to capture and revisit spoken material. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Gilbert is a free tier with paid upgrades (freemium); Jamworks is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gilbert | Jamworks |
|---|---|---|
| Core capability | Live meeting capture across desktop, mobile and web | Live captioning and word-for-word transcripts with speaker titles |
| Standout feature | Structured reports with summaries, decisions and assigned actions | AI summaries and automatic chaptering of lectures and meetings |
| Team usage | Proprietary French language models and custom terminology dictionary | Note enhancement that refines a user's own notes using the transcript |
| Integrations | Natural-language search across past meetings | JamAI personal tutor that answers questions using session transcripts in many languages |
| Languages & capture | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer | Interactive flashcards and quiz-style study modes generated from content |
| Best-fit workflow | Live meeting capture across desktop, mobile and web | Captioned video clips and audio chapters for review |
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.
Jamworks
Choose Jamworks if you need capturing and captioning university lectures for later study — strengths include strong accessibility focus suited to neurodivergent and disabled learners.
Gilbert
Jamworks
It depends on your workflow. Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors, while Jamworks is strong for capturing and captioning university lectures for later study. Both transcribe and summarize meetings.
Gilbert is a free tier with paid upgrades and Jamworks is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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