DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. Empathia AI: Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist DoReveal when transcribing and analyzing in-depth interviews and focus groups for ux or market research matters most, and Empathia AI when generating referral letters, consult letters, and patient instructions from recorded visits matters most. Run both through a week of actual calls to see which suits your workflow.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians.
DoReveal is a web-based AI platform built for qualitative researchers who need to turn interviews, focus groups, and meeting recordings into structured insights. Users upload audio and video files, paste or import transcripts, or connect Zoom recording links; the platform also offers a bot for live meeting recordings, with live capture via Zoom, Teams, and Google Meet described as coming soon. It transcribes the audio, automatically identifies speakers and distinguishes moderators from participants, and accepts input in over 100 languages with analysis output in around 10 languages. Analysis features include structured research grids, thematic pattern discovery, automated codebook generation, persona and journey-map building, a quote finder with audio/video clip creation, report generation, and an AI chat for interrogating data using frameworks such as Jobs-to-Be-Done and Emotional Laddering. It targets freelance researchers, research agencies, in-house teams, and academics across sectors like pharmaceuticals, technology, and consulting. The company states user data is never used to train models, offers automatic PHI/PII redaction, and encrypts data at rest and in transit.
Best suited for
Empathia AI is an AI medical scribe built for clinicians and healthcare practices. Its core engine, EMMA, uses ambient AI to listen to doctor-patient interactions across in-person visits, telehealth, and phone calls, then transcribes the conversation and generates structured, customizable clinical notes. Beyond note-taking, it produces chart summaries, referral and consult letters, form autofill, patient instructions, and suggested ICD/CPT/service billing codes. The platform supports multi-speaker conversations, dictation, and multilingual encounters, and offers specialty-tuned templates across 20+ medical specialties. It works on desktop and mobile and integrates with numerous EMR/EHR systems, including Epic, Athenahealth, eClinicalWorks, NextGen, DrChrono, Practice Fusion, Elation, and Canadian systems such as Accuro, OSCAR, and Juno. Empathia emphasizes compliance, citing HIPAA, PHIPA, PIPEDA, and GDPR alignment, and notes pre-qualified vendor status with Canada Health Infoway's national AI scribe program. It targets individual practitioners and clinics seeking to reduce documentation time and refocus attention on patient care.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); Empathia AI is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | Empathia AI |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Ambient AI capture (EMMA) for in-person, telehealth, and phone encounters |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Automatic transcription and structured clinical note generation |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Multi-speaker and multilingual support with dictation |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Specialty-tuned templates across 20+ medical specialties |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | Suggested ICD/CPT/service billing codes, referral and consult letters |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | EMR/EHR integrations (Epic, Athenahealth, eClinicalWorks, Accuro, OSCAR, and more) |
DoReveal
Choose DoReveal if you need transcribing and analyzing in-depth interviews and focus groups for ux or market research — strengths include purpose-built for qualitative research workflows such as interviews and focus groups, beyond simple meeting notes.
Empathia AI
Choose Empathia AI if you need clinicians automating post-visit charting and clinical note documentation — strengths include purpose-built for clinical documentation with deep emr integration.
DoReveal
Empathia AI
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while Empathia AI is strong for clinicians automating post-visit charting and clinical note documentation. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and Empathia AI is a free tier with paid upgrades. 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.
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