Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. UserCall: AI-moderated voice user interview tool that runs qualitative discovery calls and turns transcripts into evidence-linked themes. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Gilbert when generating french meeting reports for sovereignty-sensitive sectors matters most, and UserCall when triggering qualitative interviews after key in-product events 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.
AI-moderated voice user interview tool that runs qualitative discovery calls and turns transcripts into evidence-linked themes.
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
UserCall is a qualitative research platform centered on AI-moderated voice (and text) user interviews. Researchers create a custom AI interviewer link, and the AI conducts structured one-to-one conversations using qualitative research best practices, asking adaptive follow-up questions to probe for depth that surveys typically miss. Sessions can run from a few minutes up to around 45 minutes and support 30-plus languages with customizable voices, with AI-powered translation and moderation for reaching global audiences. Interviews can be triggered automatically after key product moments such as signup, onboarding friction, upgrade hesitation, feature adoption, cancellation, or checkout abandonment, and the platform connects with analytics tools including PostHog, GA4, Mixpanel, Amplitude, and Segment. On the analysis side, UserCall converts interview transcripts into organized theme hierarchies with tagged excerpts, links conclusions back to supporting quotes, and offers an AI chat for custom exploration and pattern detection across the collected data. It is positioned for continuous discovery, voice-of-customer programs, and large-scale qualitative studies where scheduling many human-moderated sessions would be impractical. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Gilbert is a free tier with paid upgrades (freemium); UserCall is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Gilbert | UserCall |
|---|---|---|
| Core capability | Live meeting capture across desktop, mobile and web | AI-moderated voice and text interviews via shareable interviewer links |
| Standout feature | Structured reports with summaries, decisions and assigned actions | Adaptive follow-up questioning trained on qualitative research practices |
| Team usage | Proprietary French language models and custom terminology dictionary | Event-triggered interviews tied to product moments (signup, cancellation, etc.) |
| Integrations | Natural-language search across past meetings | Theme hierarchies with tagged, quote-linked excerpts from transcripts |
| Languages & capture | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer | AI chat for custom exploration and pattern detection across data |
| Best-fit workflow | Live meeting capture across desktop, mobile and web | Support for 30+ languages with AI translation and moderation |
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.
UserCall
Choose UserCall if you need continuous product discovery and voice-of-customer programs — strengths include captures deeper qualitative context than static surveys without live scheduling.
Gilbert
UserCall
It depends on your workflow. Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors, while UserCall is strong for continuous product discovery and voice-of-customer programs. Both transcribe and summarize meetings.
Gilbert is a free tier with paid upgrades and UserCall 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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