DepoIQ: DepoIQ is an AI platform that transcribes and analyzes legal depositions and Examinations Under Oath, turning testimony into structured, searchable claims intelligence. Outset: AI-moderated research platform that runs multimodal interviews at scale and auto-synthesizes themes, quotes, and highlight reels. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist DepoIQ when litigation and defense attorneys preparing cross-examination strategy from deposition testimony matters most, and Outset when continuous customer discovery with rapid automated synthesis matters most. Run both through a week of actual calls to see which suits your workflow.
DepoIQ is an AI platform that transcribes and analyzes legal depositions and Examinations Under Oath, turning testimony into structured, searchable claims intelligence.
AI-moderated research platform that runs multimodal interviews at scale and auto-synthesizes themes, quotes, and highlight reels.
DepoIQ is an AI-powered claims and litigation intelligence platform built around legal depositions and Examinations Under Oath (EUOs). It ingests recorded testimony alongside medical records and billing documents, organizing them into a unified, searchable claim file. The platform captures testimony through uploaded transcripts and video, and also supports remote examinations conducted over Zoom with real-time transcription via its Examination Hub. From this material, DepoIQ generates structured summaries with page-line references, automatically flags contradictions and admissions, and connects testimony patterns across claimants, witnesses, and experts. Its "Ask DepoIQ" feature lets users run natural-language queries across all depositions, records, and EUOs without manual review. The company describes a proprietary "Large Behavioral Model" that analyzes linguistic, structural, and temporal patterns and extracts behavioral features from video, audio, and natural language to support credibility assessment. DepoIQ is aimed at insurers, third-party administrators, Special Investigation Units, and defense litigation law firms handling complex claims.
Best suited for
Outset is an all-in-one AI-moderated research platform that combines conversational AI with behavioral and emotional analysis to run qualitative interviews at scale. Its AI moderator conducts natural, adaptive conversations via video, voice, or text, dynamically probing based on audio and visual cues to uncover detail beyond surface-level answers, and supports interviews in effectively any language across a broad set of countries. Researchers set up interview guides quickly with help from automated logic, including advanced probing rules and intelligent question skipping, and the platform can field hundreds of interviews simultaneously. Built-in recruitment provides access to a very large pool of potential participants across many geographies, or teams can bring their own audience. After interviews complete, Outset automatically synthesizes results into relevant summaries, themes, powerful quotes, and customizable highlight reels without manual tagging, and generates shareable outputs including custom AI-generated reports, highlight reels, and slide decks for stakeholders. Most teams complete interviews within hours and receive AI-synthesized summaries minutes later. The company is venture-backed and reports adoption by large enterprises using the platform to accelerate or replace traditional market research methods. Pricing varies by plan. Check the official website for current pricing.
Best suited for
DepoIQ is custom pricing (contact sales); Outset is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DepoIQ | Outset |
|---|---|---|
| Core capability | Transcription of depositions and EUOs from uploaded video or live remote sessions over Zoom | AI moderator conducting multimodal video, voice, and text interviews |
| Standout feature | Structured summaries with page-line references extracting key testimony | Dynamic probing driven by audio and visual cues |
| Team usage | Automatic detection of contradictions, admissions, and impeachment opportunities across documents | Automated interview-guide setup with probing rules and smart skipping |
| Integrations | Ask DepoIQ natural-language querying across all depositions, records, and EUOs | Hundreds of simultaneous interviews with built-in recruitment |
| Languages & capture | Behavioral analysis of video, audio, and language via a proprietary Large Behavioral Model | Automatic synthesis into summaries, themes, quotes, and highlight reels |
| Best-fit workflow | Cross-document analysis connecting testimony patterns across claimants, witnesses, and experts | Stakeholder outputs including custom reports and slide decks |
DepoIQ
Choose DepoIQ if you need litigation and defense attorneys preparing cross-examination strategy from deposition testimony — strengths include purpose-built for depositions and euos rather than generic meeting notes.
Outset
Choose Outset if you need running large-scale qualitative interviews for market research — strengths include runs large volumes of interviews in parallel with fast synthesis.
DepoIQ
Outset
It depends on your workflow. DepoIQ is strong for litigation and defense attorneys preparing cross-examination strategy from deposition testimony, while Outset is strong for running large-scale qualitative interviews for market research. Both transcribe and summarize meetings.
DepoIQ is custom pricing and Outset 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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