AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. 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 AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and TORTUS when transcribing and documenting telephone triage and clinical hub calls matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
TORTUS is an ambient AI clinical assistant that listens to patient consultations and automatically transcribes them into structured clinical notes, letters, and coding suggestions.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
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
AILYZE 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 | AILYZE | TORTUS |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Ambient voice capture of face-to-face and telephone consultations |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Real-time transcription with speaker diarization and local encryption |
| Team usage | AI thematic analysis with automated theme extraction and coding | Auto-generated clinical notes, referral letters, and patient summaries |
| Integrations | Content and frequency analysis across data segments | Suggested clinical coding including SNOMED |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | EHR integrations (Epic, EMIS, TPP SystmOne, Oracle Health, Access Rio, Medicus) with clinician-approved write-back |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Hallucination detection to validate notes against the source context |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
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).
AILYZE
TORTUS
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while TORTUS is strong for generating clinical documentation from gp and outpatient consultations. Both transcribe and summarize meetings.
AILYZE 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.
You can — some teams pair them when each covers a different part of the meeting workflow.
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