AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. 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. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and CaseMark when litigation teams turning hearing and deposition recordings into structured summaries and chronologies matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
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.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
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
AILYZE is a free tier with paid upgrades (freemium); CaseMark is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | CaseMark |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Uploads of deposition/proceeding audio and video (up to 8GB) for transcription review |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | AI transcript drafts reviewed alongside source media with terminology verification and certification |
| Team usage | AI thematic analysis with automated theme extraction and coding | Structured summaries: deposition (page-line, narrative, analysis), proceeding recaps, indices, and medical chronologies |
| Integrations | Content and frequency analysis across data segments | Matter-centric organization consolidating intake, sources, transcripts, and deliverables |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Branded client portal with secure delivery and matter-scoped chat |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | case.dev API platform and web app (app.casemark.com) |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
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.
AILYZE
CaseMark
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while CaseMark is strong for court reporters certifying transcripts and producing deposition summaries from recorded proceedings. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and CaseMark is custom pricing. 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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