Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. WhisperLiveKit: Open-source, self-hosted real-time speech-to-text and speaker diarization toolkit with a FastAPI server and web interface, suitable for meeting transcription. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Deposely when preparing deposition outlines and exhibits before a proceeding matters most, and WhisperLiveKit when building privacy-first transcription into custom applications via compatible apis matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries.
Open-source, self-hosted real-time speech-to-text and speaker diarization toolkit with a FastAPI server and web interface, suitable for meeting transcription.
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
WhisperLiveKit is an open-source, self-hosted toolkit for ultra-low-latency real-time speech-to-text and speaker diarization. Rather than naively running Whisper on each audio chunk, it uses state-of-the-art simultaneous-speech research for intelligent buffering and incremental processing, which preserves transcription quality while streaming results with minimal latency. The project ships a complete backend built on FastAPI with WebSocket support, an OpenAI-compatible REST API, a Deepgram-compatible WebSocket protocol, and a simple, customizable HTML and JavaScript web interface that captures microphone audio and streams it to the server. It supports multiple ASR backends including Whisper variants, Voxtral, and Qwen3-ASR, covers 200+ languages with translation, and includes real-time speaker diarization and voice activity detection to reduce processing overhead. It can handle multiple concurrent users on a single backend and is distributed via PyPI with Docker images for both GPU and CPU. Licensed under Apache 2.0 and actively maintained into 2026, the project explicitly lists meeting transcription, accessibility tooling, and podcast or call transcription with speaker identification among its intended use cases, making it a practical building block for private, on-premise meeting transcription pipelines. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Deposely is a free tier with paid upgrades (freemium); WhisperLiveKit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Deposely | WhisperLiveKit |
|---|---|---|
| Core capability | Deposition prep with AI-generated outlines, suggested questions, and tagged exhibits | Real-time streaming speech-to-text with low latency over WebSocket |
| Standout feature | Real-time live insights detecting incomplete answers and contradictions | Real-time speaker diarization to distinguish multiple speakers |
| Team usage | Strategic follow-up question suggestions and goal tracking during depositions | FastAPI backend with OpenAI-compatible REST API and Deepgram-compatible WebSocket protocol |
| Integrations | Transcript, audio, and video review with AI summaries and citation references | Multiple ASR backends (Whisper variants, Voxtral, Qwen3-ASR) and 200+ language support with translation |
| Languages & capture | Automated chronologies from deposition records | Included customizable HTML/JavaScript web interface and Docker images (GPU and CPU) |
| Best-fit workflow | Synced audio playback with contextual AI chat and workflow integrations | Voice activity detection and multi-user support on a single backend |
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.
WhisperLiveKit
Choose WhisperLiveKit if you need self-hosted real-time meeting transcription with speaker labels — strengths include fully open source (apache 2.0) and self-hostable for private, on-premise transcription.
Deposely
WhisperLiveKit
It depends on your workflow. Deposely is strong for preparing deposition outlines and exhibits before a proceeding, while WhisperLiveKit is strong for self-hosted real-time meeting transcription with speaker labels. Both transcribe and summarize meetings.
Deposely is a free tier with paid upgrades and WhisperLiveKit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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