DepoIQ: DepoIQ is an AI platform that transcribes and analyzes legal depositions and Examinations Under Oath, turning testimony into structured, searchable claims intelligence. QEval: QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist DepoIQ when litigation and defense attorneys preparing cross-examination strategy from deposition testimony matters most, and QEval when real-time compliance monitoring and de-escalation support during live customer calls matters most. Try them side by side on real calls before deciding — needs vary by team.
DepoIQ is an AI platform that transcribes and analyzes legal depositions and Examinations Under Oath, turning testimony into structured, searchable claims intelligence.
QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards.
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
QEval, built by Etech Global Services, is an AI-powered contact center quality assurance and performance management platform. It automatically transcribes recorded and live customer interactions across voice, chat, email, and SMS channels, then applies speech analytics, sentiment detection, and topic classification to evaluate every conversation against customizable quality scorecards rather than a small manual sample. Built for contact center QA teams, compliance officers, and operations leaders, it converts interactions into searchable transcripts in near real time, scoring both human and AI agents. QEval includes real-time agent assist that surfaces compliance prompts and de-escalation guidance during live calls, automated PCI/HIPAA/GDPR compliance monitoring with PHI/PII redaction, and coaching workflows with analytics and gamification to drive agent improvement. A flexible scorecard builder supports numeric, weighted, blind, and holistic scoring formats. Distinct from generic LLM wrappers, QEval emphasizes a proprietary multi-expert evaluation architecture, vendor-neutral scoring of third-party AI agents, and a roughly 30-day deployment timeline aimed at enterprise contact centers.
Best suited for
DepoIQ is custom pricing (contact sales); QEval is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | DepoIQ | QEval |
|---|---|---|
| Core capability | Transcription of depositions and EUOs from uploaded video or live remote sessions over Zoom | Automated transcription of recorded and live calls into searchable text via speech analytics |
| Standout feature | Structured summaries with page-line references extracting key testimony | Customizable quality scorecards (numeric, weighted, blind, and holistic scoring formats) |
| Team usage | Automatic detection of contradictions, admissions, and impeachment opportunities across documents | Evaluation across 100% of voice, chat, email, and SMS interactions instead of manual samples |
| Integrations | Ask DepoIQ natural-language querying across all depositions, records, and EUOs | Real-time agent assist with live compliance prompts and de-escalation guidance |
| Languages & capture | Behavioral analysis of video, audio, and language via a proprietary Large Behavioral Model | Compliance monitoring for PCI, HIPAA, and GDPR with PHI/PII redaction |
| Best-fit workflow | Cross-document analysis connecting testimony patterns across claimants, witnesses, and experts | Scoring of both human agents and third-party AI agents, plus coaching, analytics, and gamification |
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.
QEval
Choose QEval if you need automating quality monitoring and scoring of agent customer interactions at scale — strengths include transcribes and analyzes 100% of interactions across multiple channels rather than a sampled subset.
DepoIQ
QEval
It depends on your workflow. DepoIQ is strong for litigation and defense attorneys preparing cross-examination strategy from deposition testimony, while QEval is strong for automating quality monitoring and scoring of agent customer interactions at scale. Both transcribe and summarize meetings.
DepoIQ is custom pricing and QEval is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
More head-to-head comparisons involving DepoIQ and QEval.
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