Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Wordly: AI live captioning, translation, transcription, and summary platform for meetings, events, and conferences in dozens of languages. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aurelius when organizing and tagging interview transcripts and notes matters most, and Wordly when real-time translation for internal multilingual meetings matters most. Try them side by side on real calls before deciding — needs vary by team.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
AI live captioning, translation, transcription, and summary platform for meetings, events, and conferences in dozens of languages.
Aurelius is a research repository and insights platform designed for UX researchers, designers, and product teams to manage qualitative research data end to end. It sits between a note-taking tool and a full research repository: teams bring in raw data such as interview notes and transcripts, organize and tag it, and the tool surfaces patterns and helps create reusable insights over time. Core capabilities include centralized storage for research data, note organization, data tagging, theme and pattern identification, and report generation, so findings can be referenced long after a study concludes. Aurelius is built with larger research organizations in mind, supporting consistent taxonomy across projects and keeping insights discoverable as repositories grow, while also enabling multi-team collaboration and research history and archival features. Researchers describe it as a low-effort way to tag and create insights they can reference in later product discussions. The platform positions itself as an alternative to fragmented approaches that rely on spreadsheets, Confluence, or Airtable for storing research. By centralizing qualitative data and making it searchable and well-organized, Aurelius aims to ensure that interview insights remain accessible and actionable across an organization. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Wordly is an AI-powered platform that provides live captioning, real-time translation, transcripts, and summaries for meetings and events without requiring human interpreters. As a speaker talks, Wordly captures the meeting audio and processes it in real time to generate captions and translations in dozens of languages, which attendees access on their own phone, tablet, or computer through a link or QR code with no app download required. It works for in-person events as well as virtual and hybrid sessions running on Zoom, Microsoft Teams, Google Meet, and Webex, scaling from small internal meetings to large multi-thousand-attendee conferences. The platform supports two-way translation and custom glossaries to improve accuracy for organization-specific terms, and produces post-event transcripts and summaries. Wordly is aimed at corporations, associations, nonprofits, government agencies, educational institutions, and event organizers that need multilingual accessibility and recordkeeping. It emphasizes enterprise compliance with certifications and standards such as SOC 2 Type II, ISO 27001, GDPR, HIPAA, and accessibility mandates, positioning it as an accessibility and language-access solution rather than a personal note-taker. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Wordly is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Wordly |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | Real-time AI captioning and translation in dozens of languages |
| Standout feature | Data tagging and note organization | Attendee access via link or QR code, no download required |
| Team usage | Theme and pattern identification across research | Transcripts and post-event summaries |
| Integrations | Insight creation and report generation | Custom glossaries for organization-specific terminology |
| Languages & capture | Consistent taxonomy across projects for large repositories | Support for in-person, virtual, and hybrid events |
| Best-fit workflow | Multi-team collaboration with research history and archival | Integration with Zoom, Teams, Google Meet, and Webex |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Wordly
Choose Wordly if you need live multilingual captioning at conferences and large events — strengths include multilingual captioning and translation without human interpreters.
Aurelius
Wordly
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Wordly is strong for live multilingual captioning at conferences and large events. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Wordly 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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