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. Feishu Minutes: ByteDance's Feishu/Lark feature that transcribes audio and video into searchable minutes with AI summaries and to-dos. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Feishu Minutes when transcribing interviews, training sessions, and lectures into structured notes matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
ByteDance's Feishu/Lark feature that transcribes audio and video into searchable minutes with AI summaries and to-dos.
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
Feishu Minutes (飞书妙记, known as Lark Minutes outside mainland China) is the AI meeting-minutes capability built into Feishu, the collaboration platform developed by ByteDance. It turns audio and video content from meetings, training sessions, interviews, and classes into searchable, structured text notes. The product automatically transcribes video conferences into a verbatim transcript, uses voiceprint recognition to attribute speech to individual speakers, and can transcribe both live meetings and uploaded external audio or video files. Its intelligent minutes feature produces three components: a meeting summary, a to-do list, and chapter-based notes, and it can automatically detect and handle Chinese, English, and Japanese within a meeting. Real-time captions and live AI summaries are available during recording. Because it is embedded in the Feishu ecosystem, transcripts and minutes integrate with the platform's calendar, tasks, and documents for smoother collaboration, and notes can be searched, translated, and shared across devices. Feishu and its international counterpart Lark operate independently with separate data storage. As a feature of a widely used enterprise platform from a major technology company, it is actively maintained and available to Feishu users. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Feishu Minutes is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Feishu Minutes |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Automatic transcription of video conferences into searchable transcripts |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Voiceprint-based speaker identification |
| Team usage | AI thematic analysis with automated theme extraction and coding | Transcription of both live meetings and uploaded audio/video files |
| Integrations | Content and frequency analysis across data segments | Intelligent minutes with summary, to-do list, and chapter notes |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Automatic handling of Chinese, English, and Japanese in a meeting |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Real-time captions and live AI summaries during recording |
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.
Feishu Minutes
Choose Feishu Minutes if you need feishu/lark users generating searchable minutes from video meetings — strengths include deeply integrated into the feishu/lark collaboration ecosystem.
AILYZE
Feishu Minutes
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Feishu Minutes is strong for feishu/lark users generating searchable minutes from video meetings. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Feishu Minutes is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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