DoReveal: An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights. TORTUS: TORTUS is an ambient AI clinical assistant that listens to patient consultations and automatically transcribes them into structured clinical notes, letters, and coding suggestions. The right pick comes down to team size, budget, and the workflows you want to automate.
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 TORTUS when transcribing and documenting telephone triage and clinical hub calls matters most. Try them side by side on real calls before deciding — needs vary by team.
An AI-powered qualitative research platform that transcribes and analyzes interviews, focus groups, and meeting recordings to surface themes and insights.
TORTUS is an ambient AI clinical assistant that listens to patient consultations and automatically transcribes them into structured clinical notes, letters, and coding suggestions.
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
TORTUS is a regulated, healthcare-specific ambient voice AI built with the NHS. It acts as an AI scribe that listens to clinician-patient consultations, transcribes the conversation using speaker-diarized speech-to-text, and uses large language models to draft structured clinical notes, referral letters, patient summaries, and suggested clinical coding (including SNOMED) within seconds for clinician review. Audio is captured with on-device, locally encrypted processing, and the company states no patient audio is retained at rest. The platform supports both face-to-face and telephone consultations, with telephony integrations such as X-on Surgery Connect and Avaya. It integrates with major electronic health record systems including Epic, EMIS Health, TPP SystmOne, Oracle Health, Access Rio, and Medicus to enable clinician-approved write-back. It is registered as a UK Class I medical device and holds ISO 13485, ISO 27001, and Cyber Essentials Plus certifications. TORTUS is aimed at clinicians and healthcare organizations such as NHS Trusts, hospitals, ambulance services, outpatient clinics, and GP practices. The company reports use across more than 2.5 million consultations.
Best suited for
DoReveal is a free tier with paid upgrades (freemium); TORTUS is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | DoReveal | TORTUS |
|---|---|---|
| Core capability | Transcription with automatic speaker identification, distinguishing moderators from participants | Ambient voice capture of face-to-face and telephone consultations |
| Standout feature | Support for audio/video uploads, pasted or imported transcripts, and Zoom recording links | Real-time transcription with speaker diarization and local encryption |
| Team usage | AI chat to interrogate data, compare cohorts, and trace evidence to source quotes | Auto-generated clinical notes, referral letters, and patient summaries |
| Integrations | Automated codebook generation, thematic analysis, and structured research grids | Suggested clinical coding including SNOMED |
| Languages & capture | Quote finder with audio/video clip creation and automated report generation | EHR integrations (Epic, EMIS, TPP SystmOne, Oracle Health, Access Rio, Medicus) with clinician-approved write-back |
| Best-fit workflow | Input support for 100+ languages with analysis output in multiple languages | Hallucination detection to validate notes against the source context |
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.
TORTUS
Choose TORTUS if you need generating clinical documentation from gp and outpatient consultations — strengths include purpose-built and regulated for clinical use (uk class i medical device, iso 13485 / iso 27001 certified).
DoReveal
TORTUS
It depends on your workflow. DoReveal is strong for transcribing and analyzing in-depth interviews and focus groups for ux or market research, while TORTUS is strong for generating clinical documentation from gp and outpatient consultations. Both transcribe and summarize meetings.
DoReveal is a free tier with paid upgrades and TORTUS is custom pricing. 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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