Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. timeOS: AI that auto-joins calls and delivers notes plus daily briefings 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 timeOS when cross-tool follow-ups 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 that auto-joins calls and delivers notes plus daily briefings
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
timeOS is an AI meeting assistant that automatically captures, transcribes, and summarizes meetings across major conferencing platforms, then routes the resulting notes and action items into the tools teams already use. It positions itself as an AI layer over your workday: beyond producing summaries, it aims to handle follow-through by syncing notes to documents, task managers, and other apps so nothing falls through the cracks after a call. It supports multiple languages and can generate concise recaps that are easy to share with attendees and stakeholders. Because it focuses on automating the post-meeting workflow, timeOS appeals to busy professionals and teams who want notes to flow automatically into their systems rather than copying them by hand. It is typically used for recurring meetings, cross-tool follow-ups, and keeping a searchable record of decisions, with an emphasis on reducing the manual admin that surrounds meetings. Platforms: Zoom / Google Meet / Microsoft Teams. Integrations: Zoom, Google Meet, Microsoft Teams, Notion, Slack. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); timeOS is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | timeOS |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | Automatic capture and transcription |
| Standout feature | Data tagging and note organization | AI summaries and action items |
| Team usage | Theme and pattern identification across research | Sync notes to docs and task tools |
| Integrations | Insight creation and report generation | Multi-language support |
| Languages & capture | Consistent taxonomy across projects for large repositories | Shareable recaps |
| Best-fit workflow | Multi-team collaboration with research history and archival | Automatic capture and transcription |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
timeOS
Choose timeOS if you need automated post-meeting workflows — strengths include automates post-meeting follow-up across tools.
Aurelius
timeOS
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while timeOS is strong for automated post-meeting workflows. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and timeOS 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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