AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Rehearsal: Video-based roleplay and AI practice platform where sales teams rehearse real-world scenarios and get feedback. 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 AutoMemo when capturing and transcribing in-person business meetings matters most, and Rehearsal when certifying reps' messaging through reviewer-scored practice attempts matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares.
Video-based roleplay and AI practice platform where sales teams rehearse real-world scenarios and get feedback.
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
Rehearsal is a video-based practice and roleplay platform, developed by ELB Learning, that gives sales teams and other learners a safe environment to practice their selling and communication skills before high-stakes situations. Learners record video responses to real-world scenarios, build the muscle memory needed to perform under pressure, and receive feedback through multiple practice attempts. The platform pairs traditional video roleplay with AI capabilities: an AI-powered feature evaluates learner video responses and provides automated feedback and assessment metrics, complementing human review from mentors and managers. Rehearsal Coaching supports collaborative, iterative learning by letting reviewers leave feedback and allowing learners to retry until they improve, which is useful for objection handling, pitch delivery, and discovery conversations. While the platform is widely used for sales enablement, it also supports adjacent use cases such as customer support training, leadership development, onboarding, and education. The company, founded by Darik Volpa and based in Reno, Nevada, describes itself as privately held and growing, and Rehearsal maintains a presence on review sites such as G2. It is an established, actively operating product suited to organizations that want structured, repeatable video practice with both AI and human feedback loops. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AutoMemo is a free tier with paid upgrades (freemium); Rehearsal is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AutoMemo | Rehearsal |
|---|---|---|
| Core capability | Records via web app, smartphone app, or dedicated voice recorder hardware | Video-based roleplay where learners record responses to scenarios |
| Standout feature | Whisper-based speech-to-text with automatic punctuation | AI evaluation of video responses with automated feedback and metrics |
| Team usage | Speaker recognition that splits transcripts into per-speaker blocks | Iterative coaching with multiple practice attempts and reviewer feedback |
| Integrations | AI summaries with to-do and deadline extraction | Mentor and manager review workflows alongside AI assessment |
| Languages & capture | Automatic filler-word removal | Scenario library spanning sales, support, leadership, and onboarding |
| Best-fit workflow | Cloud storage with editing, search, and sharing | Anytime, anywhere access for distributed teams |
AutoMemo
Choose AutoMemo if you need capturing and transcribing in-person business meetings — strengths include multiple capture options including standalone hardware recorders.
Rehearsal
Choose Rehearsal if you need rehearsing sales pitches and discovery on video before real meetings — strengths include combines ai assessment with human mentor feedback for richer coaching.
AutoMemo
Rehearsal
It depends on your workflow. AutoMemo is strong for capturing and transcribing in-person business meetings, while Rehearsal is strong for rehearsing sales pitches and discovery on video before real meetings. Both transcribe and summarize meetings.
AutoMemo is a free tier with paid upgrades and Rehearsal is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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