Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. TalkMark: Dutch-optimized AI meeting assistant that transcribes, identifies speakers and summarizes meetings with EU data storage. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aurelius when organizing and tagging interview transcripts and notes matters most, and TalkMark when tracking action items and decisions across recurring 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.
Dutch-optimized AI meeting assistant that transcribes, identifies speakers and summarizes meetings with EU data storage.
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
TalkMark is a Dutch AI meeting assistant that records conversations, transcribes them with speaker identification and produces summaries and action points. It is positioned as a tool tuned for the Dutch language, with the company emphasizing strong accuracy on Dutch business speech and a focus on remembering context across meetings, such as who said what and which commitments were made. The tool detects up to several distinct speakers per meeting, generates executive-style summaries and key points, and automatically surfaces action items with owners and deadlines. Transcripts are made full-text searchable, and notes can be exported to formats including PDF, Word, CSV and TXT. TalkMark works with meetings on Microsoft Teams, Zoom and Google Meet, and can also capture in-person meetings using a phone microphone. A notable selling point for European users is data residency: the company states that data is stored on EU servers in Frankfurt and that the service is built to be GDPR-compliant. The product is operated by a Netherlands-based company and is aimed at Dutch and European teams that want privacy-conscious, Dutch-language meeting documentation. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); TalkMark is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | TalkMark |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | Dutch-optimized transcription with speaker identification |
| Standout feature | Data tagging and note organization | AI summaries and key-point extraction |
| Team usage | Theme and pattern identification across research | Automatic action-item detection with owners and deadlines |
| Integrations | Insight creation and report generation | Full-text search across recorded meetings |
| Languages & capture | Consistent taxonomy across projects for large repositories | Exports to PDF, Word, CSV and TXT |
| Best-fit workflow | Multi-team collaboration with research history and archival | Works with Teams, Zoom, Google Meet and in-person meetings |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
TalkMark
Choose TalkMark if you need transcribing and summarizing dutch-language business meetings — strengths include tuned specifically for the dutch language.
Aurelius
TalkMark
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while TalkMark is strong for transcribing and summarizing dutch-language business meetings. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and TalkMark is a free tier with paid upgrades. 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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