Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. aTrain: Open-source offline transcription tool from the University of Graz that turns recorded meetings and interviews into text using Whisper and speaker detection. 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 Deposely when preparing deposition outlines and exhibits before a proceeding matters most, and aTrain when universities and public bodies needing gdpr-friendly local transcription matters most. Run both through a week of actual calls to see which suits your workflow.
AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries.
Open-source offline transcription tool from the University of Graz that turns recorded meetings and interviews into text using Whisper and speaker detection.
Deposely is an AI-powered deposition platform built for law firms and litigation attorneys that supports the deposition workflow from preparation through review. Its Prep module generates deposition outlines with suggested questions and tagged exhibits to speed up case preparation. During a deposition, the Live module provides real-time AI insights, including detection of incomplete answers and contradictions, strategic follow-up question suggestions, and tracking of whether the deposition's goals are being met. After the proceeding, the Review module processes transcripts, audio, or video files to produce AI-generated summaries with citation references, automated chronologies, and synced audio playback paired with a contextual AI chat for exploring the record. Deposely also offers integrations to connect with existing legal workflows and systems. The platform is aimed squarely at the legal niche, where verbatim, speaker-attributed records and accurate citations matter, and it markets significant reductions in preparation time. Because it is purpose-built for depositions and litigation rather than general meetings, it is most relevant to attorneys, paralegals, and litigation support teams who need structured intelligence layered on top of deposition transcripts and recordings. Pricing varies by plan. Check the official website for current pricing.
Best suited for
aTrain is a free, open-source desktop application for offline speech transcription, developed by researchers at the Business Analytics and Data Science Center of the University of Graz in Austria. It provides a graphical interface around OpenAI's Whisper model (via the faster-whisper implementation) so users with no programming experience can transcribe recorded meetings, interviews, lectures, and other audio. Because all processing happens locally on the user's own computer, no audio or text is uploaded to any server, which makes it well suited to privacy-sensitive and GDPR-conscious environments such as universities, public institutions, and research teams. aTrain supports a wide range of languages and adds speaker detection through pyannote.audio so contributions from different participants can be separated. Transcripts can be exported in formats compatible with qualitative-analysis software such as MAXQDA, ATLAS.ti, and NVivo. It runs on Windows (including a Microsoft Store distribution) with GPU acceleration on NVIDIA hardware, and is distributed under the AGPL-3.0 license. It is best for researchers, academics, and organizations that need accurate, local, no-cloud transcription of recorded conversations. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Deposely is a free tier with paid upgrades (freemium); aTrain is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Deposely | aTrain |
|---|---|---|
| Core capability | Deposition prep with AI-generated outlines, suggested questions, and tagged exhibits | Offline, fully local transcription with no data leaving the device |
| Standout feature | Real-time live insights detecting incomplete answers and contradictions | Built on OpenAI Whisper via the faster-whisper engine |
| Team usage | Strategic follow-up question suggestions and goal tracking during depositions | Speaker detection/diarization using pyannote.audio |
| Integrations | Transcript, audio, and video review with AI summaries and citation references | Exports compatible with MAXQDA, ATLAS.ti, and NVivo |
| Languages & capture | Automated chronologies from deposition records | Graphical interface requiring no programming skills |
| Best-fit workflow | Synced audio playback with contextual AI chat and workflow integrations | NVIDIA GPU acceleration support |
Deposely
Choose Deposely if you need preparing deposition outlines and exhibits before a proceeding — strengths include purpose-built for the full deposition lifecycle from prep to review.
aTrain
Choose aTrain if you need researchers transcribing recorded interviews for qualitative analysis — strengths include free and open source under agpl-3.0.
Deposely
aTrain
It depends on your workflow. Deposely is strong for preparing deposition outlines and exhibits before a proceeding, while aTrain is strong for researchers transcribing recorded interviews for qualitative analysis. Both transcribe and summarize meetings.
Deposely is a free tier with paid upgrades and aTrain 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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