CaseMark: CaseMark is an AI legal operating system whose court-reporting product processes uploaded deposition and proceeding recordings into reviewed transcripts and structured summaries for law firms and court reporters. Gilbert: French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure. 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 CaseMark when court reporters certifying transcripts and producing deposition summaries from recorded proceedings matters most, and Gilbert when tracking decisions and action items from meetings automatically matters most. Try them side by side on real calls before deciding — needs vary by team.
CaseMark is an AI legal operating system whose court-reporting product processes uploaded deposition and proceeding recordings into reviewed transcripts and structured summaries for law firms and court reporters.
French sovereign AI meeting note taker that generates structured reports, decisions and actions, hosted in France on SecNumCloud infrastructure.
CaseMark is an AI-powered legal operating system built for attorneys, law firms, and court-reporting providers. Within its court-reporting product, users upload audio or video recordings of depositions, hearings, and proceedings (up to 8GB per file), then review AI transcript drafts alongside the source media, verify terminology, and certify final transcripts. The platform does not record live proceedings or employ stenographers; it works from existing media files attached to a matter. Beyond transcription review, CaseMark generates structured work product from transcripts and documents, including deposition summaries (page-line, narrative, and analysis formats), proceeding recaps, indices, case summaries, and medical chronologies. Everything is organized around individual matters, with a branded client portal for secure delivery and matter-scoped chat. CaseMark is web-based (app.casemark.com) and exposes services through its case.dev API platform. It is SOC 2 Type II certified and HIPAA compliant, and states it does not use customer data for training. It targets court reporters, litigation teams, and corporate legal departments.
Best suited for
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
CaseMark is custom pricing (contact sales); Gilbert is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CaseMark | Gilbert |
|---|---|---|
| Core capability | Uploads of deposition/proceeding audio and video (up to 8GB) for transcription review | Live meeting capture across desktop, mobile and web |
| Standout feature | AI transcript drafts reviewed alongside source media with terminology verification and certification | Structured reports with summaries, decisions and assigned actions |
| Team usage | Structured summaries: deposition (page-line, narrative, analysis), proceeding recaps, indices, and medical chronologies | Proprietary French language models and custom terminology dictionary |
| Integrations | Matter-centric organization consolidating intake, sources, transcripts, and deliverables | Natural-language search across past meetings |
| Languages & capture | Branded client portal with secure delivery and matter-scoped chat | Hosting in France on OVHcloud SecNumCloud infrastructure with no transatlantic data transfer |
| Best-fit workflow | case.dev API platform and web app (app.casemark.com) | Live meeting capture across desktop, mobile and web |
CaseMark
Choose CaseMark if you need court reporters certifying transcripts and producing deposition summaries from recorded proceedings — strengths include purpose-built for legal proceedings and depositions, not generic notes.
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.
CaseMark
Gilbert
It depends on your workflow. CaseMark is strong for court reporters certifying transcripts and producing deposition summaries from recorded proceedings, while Gilbert is strong for generating french meeting reports for sovereignty-sensitive sectors. Both transcribe and summarize meetings.
CaseMark is custom pricing and Gilbert 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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