Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. joinly: Open-source, self-hostable connector that lets AI agents join Google Meet, Zoom, and Microsoft Teams calls to transcribe, listen, and act in real time via MCP. 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 joinly when self-hosted, privacy-first real-time meeting transcription for regulated teams matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries.
Open-source, self-hostable connector that lets AI agents join Google Meet, Zoom, and Microsoft Teams calls to transcribe, listen, and act in real time via MCP.
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
joinly is an open-source middleware project (by joinly-ai) that makes meetings accessible to AI agents. It runs as a Model Context Protocol (MCP) server that equips any agent with the tools to join a live video call, capture a real-time transcript, and interact by voice or chat during the meeting. Rather than being a finished notetaker app, joinly is a framework developers use to build interactive meeting agents that can listen, answer, search the web, draft documents, and post chat messages while the meeting is in progress. It works cross-platform across Google Meet, Zoom, and Microsoft Teams (and browser-based calls), and is model-agnostic, supporting OpenAI, Anthropic, and local models through Ollama. Speech-to-text and text-to-speech are modular, with Whisper or Deepgram for transcription and Kokoro, ElevenLabs, or Deepgram for synthesis. The project is MIT licensed and deployed via Docker (with a separate CUDA GPU image), giving teams full data sovereignty. The MCP server exposes join/leave controls, transcript and participant access, audio control, chat messaging, and video snapshots, making it a building block for custom, privacy-first meeting automation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Deposely is a free tier with paid upgrades (freemium); joinly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Deposely | joinly |
|---|---|---|
| Core capability | Deposition prep with AI-generated outlines, suggested questions, and tagged exhibits | MCP server that exposes meeting tools (join/leave, transcript, chat, audio control, snapshots) to AI agents |
| Standout feature | Real-time live insights detecting incomplete answers and contradictions | Real-time transcription with timestamps and speaker information, subscribable for live updates |
| Team usage | Strategic follow-up question suggestions and goal tracking during depositions | Cross-platform support for Google Meet, Zoom, Microsoft Teams, and browser-based calls |
| Integrations | Transcript, audio, and video review with AI summaries and citation references | Modular speech-to-text and text-to-speech backends (Whisper, Deepgram, Kokoro, ElevenLabs) |
| Languages & capture | Automated chronologies from deposition records | Model-agnostic: works with OpenAI, Anthropic, and local LLMs via Ollama |
| Best-fit workflow | Synced audio playback with contextual AI chat and workflow integrations | Docker-based self-hosting with optional CUDA GPU image |
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.
joinly
Choose joinly if you need building custom ai meeting agents that answer questions and run tasks during live calls — strengths include fully open source (mit) and self-hostable for complete data control.
Deposely
joinly
It depends on your workflow. Deposely is strong for preparing deposition outlines and exhibits before a proceeding, while joinly is strong for building custom ai meeting agents that answer questions and run tasks during live calls. Both transcribe and summarize meetings.
Deposely is a free tier with paid upgrades and joinly is a free tier with paid upgrades. 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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