AutoMemo: Japanese transcription AI from Sourcenext that records meetings via web app, smartphone app, or dedicated voice recorders, then transcribes, summarizes, and shares. Prodigal: Prodigal is an AI conversation intelligence platform for debt collections and loan servicing that transcribes, summarizes, and auto-scores agent-customer calls for QA and compliance. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AutoMemo when capturing and transcribing in-person business meetings matters most, and Prodigal when automating qa scorecards and compliance monitoring across 100% of agent-customer interactions 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.
Prodigal is an AI conversation intelligence platform for debt collections and loan servicing that transcribes, summarizes, and auto-scores agent-customer calls for QA and compliance.
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
Prodigal is an AI platform purpose-built for consumer finance, debt collections, and loan servicing, used by collection agencies, lenders, credit unions, and healthcare revenue-cycle teams. Its core transcription and intelligence capabilities come through two products. ProNotes runs AI transcription and summarization in the background when a call ends, generating a standardized, redacted note with an at-a-glance summary and actionable insights; it works in real time for individual calls or as overnight batch processing, supports English and Spanish, and writes notes back to CRM and system-of-record applications. ProInsight applies conversation intelligence across calls, texts, emails, and chats, analyzing every interaction (not just samples) to flag compliance exceptions, automate QA scorecards using configurable evaluation parameters, and surface business and performance insights. The platform stores audio and text records centrally for auditing and offers customizable reporting. What distinguishes Prodigal is its vertical focus: rather than a general meeting recorder, it is tuned to the regulatory and operational language of collections and loan-servicing conversations, with built-in PII redaction and compliance monitoring.
Best suited for
AutoMemo is a free tier with paid upgrades (freemium); Prodigal is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | AutoMemo | Prodigal |
|---|---|---|
| Core capability | Records via web app, smartphone app, or dedicated voice recorder hardware | ProNotes AI call transcription and summarization that auto-generates standardized notes after each call |
| Standout feature | Whisper-based speech-to-text with automatic punctuation | Real-time and overnight batch processing modes for note generation |
| Team usage | Speaker recognition that splits transcripts into per-speaker blocks | ProInsight conversation intelligence across calls, texts, emails, and chats |
| Integrations | AI summaries with to-do and deadline extraction | Automated QA scorecards and compliance-exception flagging across 100% of interactions |
| Languages & capture | Automatic filler-word removal | Automatic redaction of sensitive/PII information in notes and records |
| Best-fit workflow | Cloud storage with editing, search, and sharing | English and Spanish language support with CRM/system-of-record write-back |
AutoMemo
Choose AutoMemo if you need capturing and transcribing in-person business meetings — strengths include multiple capture options including standalone hardware recorders.
Prodigal
Choose Prodigal if you need automatically documenting and summarizing collections and loan-servicing calls to cut after-call work — strengths include purpose-built for collections and loan-servicing conversations rather than generic meetings, with compliance and pii redaction baked in.
AutoMemo
Prodigal
It depends on your workflow. AutoMemo is strong for capturing and transcribing in-person business meetings, while Prodigal is strong for automatically documenting and summarizing collections and loan-servicing calls to cut after-call work. Both transcribe and summarize meetings.
AutoMemo is a free tier with paid upgrades and Prodigal is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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