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. Spokenly: Spokenly is a system-wide AI dictation app for Mac and iPhone that converts speech to text using offline Whisper and Parakeet models or bring-your-own-key cloud engines. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Spokenly when privacy-conscious offline speech-to-text for sensitive or confidential work 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.
Spokenly is a system-wide AI dictation app for Mac and iPhone that converts speech to text using offline Whisper and Parakeet models or bring-your-own-key cloud engines.
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
Spokenly is an AI dictation and speech-to-text app for Mac and iPhone (with Windows listed by the developer). You press a shortcut, speak, and your words are inserted at the cursor in any application — browsers, email, chat, notes, or IDEs. It can run entirely offline on Apple Silicon using local models such as OpenAI's Whisper and NVIDIA's Parakeet, or connect to cloud engines including OpenAI, Deepgram, Groq, Anthropic, and Google through a bring-your-own-key model. Transcription supports 100+ languages with automatic language detection and automatic punctuation, and every transcription is saved to a history. The app also offers AI text processing with custom prompts, a Local Only Mode that blocks network requests for privacy, and an MCP server so AI coding agents like Claude Code and Cursor can trigger voice input. It is built primarily for professionals and developers who want fast, private, accurate dictation rather than a passive meeting recorder. The app is developed by an independent developer, Vadim Akhmerov, and is in active development.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Spokenly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Spokenly |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Offline local transcription on Apple Silicon using Whisper and NVIDIA Parakeet models |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Bring-your-own-key cloud engines (OpenAI, Deepgram, Groq, Anthropic, Google) |
| Team usage | AI thematic analysis with automated theme extraction and coding | System-wide dictation that inserts text at the cursor in any app |
| Integrations | Content and frequency analysis across data segments | Speech-to-text in 100+ languages with automatic detection and punctuation |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Local Only Mode that blocks network requests for full privacy |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | MCP server integration for AI coding agents like Claude Code and Cursor |
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.
Spokenly
Choose Spokenly if you need dictating emails, messages, and notes by speaking instead of typing — strengths include genuinely free unlimited on-device transcription on apple silicon, with voice staying local.
AILYZE
Spokenly
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Spokenly is strong for dictating emails, messages, and notes by speaking instead of typing. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Spokenly 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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