AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Recast Studio: AI video repurposing tool that turns webinars, podcasts, interviews, and Zoom recordings into captioned clips and written content. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AutoMemo when capturing and transcribing in-person business meetings matters most, and Recast Studio when repurposing a zoom interview into blog posts and linkedin content matters most. Run both through a week of actual calls to see which suits your workflow.
Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares.
AI video repurposing tool that turns webinars, podcasts, interviews, and Zoom recordings into captioned clips and written content.
AutoMemo (オートメモ) is a transcription AI developed, sold, and supported by Sourcenext Corporation in Japan. It is built around a multi-surface approach: users can capture audio through a web browser app, a dedicated smartphone app, or standalone hardware voice recorders (the AutoMemo S and AutoMemo R devices), and the captured audio is automatically converted to text. The service uses a Whisper-based speech recognition engine, automatically inserts punctuation, removes filler words such as Japanese hesitation sounds, and recognizes speakers so that transcription results are divided into speaker blocks. On top of the transcript, AutoMemo can automatically generate summaries and extract to-do items and deadlines, and it has added features such as AI-generated titles for recordings. Audio and transcripts are saved to the cloud for later editing, searching, and sharing. AutoMemo positions itself for business meetings, interviews, and lecture capture in Japanese-language workflows, and offers a limited free transcription allowance with paid plans for higher usage. It remains actively developed and marketed in 2025/2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Recast Studio is an AI-powered video editor and repurposing platform aimed at marketing teams, podcasters, and content creators who produce long-form recordings. Its core promise is to take webinars, podcasts, interviews, and Zoom recordings and turn them into social-ready clips and written assets without manual scrubbing. The platform transcribes uploaded recordings and supports transcript-based editing, where highlighting or deleting text trims the underlying video, alongside automatic reframing with face detection and filler-word and pause removal. It generates captions synced to edits across more than twenty languages and can produce audiograms and template-based clips in multiple aspect ratios. Beyond video, Recast can draft blog posts, show notes, LinkedIn posts, and email summaries directly from a recording's transcript, and it includes direct publishing and scheduling to channels such as TikTok, Instagram, YouTube, Facebook, LinkedIn, and X, plus a shared team workspace. Because it explicitly accepts webinar and Zoom recordings, it bridges the gap between meeting and event recordings and short-form distribution. Recast Studio is actively operating, with current testimonials and functional sign-up on its site, and offers a free tier alongside paid plans. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AutoMemo is a free tier with paid upgrades (freemium); Recast Studio is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AutoMemo | Recast Studio |
|---|---|---|
| Core capability | Records via web app, smartphone app, or dedicated voice recorder hardware | Transcribes webinars, podcasts, interviews, and Zoom recordings |
| Standout feature | Whisper-based speech-to-text with automatic punctuation | Transcript-based editing that trims video by editing text |
| Team usage | Speaker recognition that splits transcripts into per-speaker blocks | Automatic reframing with face detection and filler-word/pause removal |
| Integrations | AI summaries with to-do and deadline extraction | Caption generation synced to edits across 20+ languages |
| Languages & capture | Automatic filler-word removal | AI-generated blog drafts, show notes, LinkedIn posts, and email summaries |
| Best-fit workflow | Cloud storage with editing, search, and sharing | Direct publishing and scheduling to multiple social platforms |
AutoMemo
Choose AutoMemo if you need capturing and transcribing in-person business meetings — strengths include multiple capture options including standalone hardware recorders.
Recast Studio
Choose Recast Studio if you need turning a recorded webinar into short captioned clips for social channels — strengths include explicitly handles webinar and zoom recordings, not just podcasts.
AutoMemo
Recast Studio
It depends on your workflow. AutoMemo is strong for capturing and transcribing in-person business meetings, while Recast Studio is strong for turning a recorded webinar into short captioned clips for social channels. Both transcribe and summarize meetings.
AutoMemo is a free tier with paid upgrades and Recast Studio 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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