Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Gistly: Gistly is an AI conversation intelligence platform that transcribes and audits 100% of contact-center calls for quality assurance and compliance, with native Indic code-switching analysis. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aurelius when organizing and tagging interview transcripts and notes matters most, and Gistly when collections and support teams monitoring regulatory and sla compliance matters most. Run both through a week of actual calls to see which suits your workflow.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
Gistly is an AI conversation intelligence platform that transcribes and audits 100% of contact-center calls for quality assurance and compliance, with native Indic code-switching analysis.
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
Gistly is an AI conversation intelligence platform built for contact centers and BPOs that handle sales, support, and collections calls. It transcribes calls in 100+ languages with speaker identification and business-vocabulary tuning, then runs automated QA scoring against custom scorecards so teams can audit every conversation instead of sampling a handful. The platform surfaces time-stamped compliance flags, quality flags, sentiment and objection analysis, and AI call summaries tied to outcomes, plus real-time agent coaching and analytics. A distinguishing feature is its handling of multilingual and Indic code-switching audio, following conversations that mix Hindi, Tamil, Telugu, and other regional languages with English mid-sentence. Gistly also offers Voice AI monitoring to test and continuously watch AI agents in production, including hallucination detection. It integrates with platforms such as NICE, Salesforce, Zoho, Freshworks, HubSpot, and Genesys, and supports API and webhook connections. It is used by organizations including upGrad, Teachmint, and 21K School, primarily serving QA managers and operations leaders who need full-coverage call auditing.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Gistly is a free tier with paid upgrades (paid). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Gistly |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | Call transcription in 100+ languages with speaker identification |
| Standout feature | Data tagging and note organization | Automated QA scoring of every call using custom scorecards |
| Team usage | Theme and pattern identification across research | Time-stamped compliance and quality flags for 100% auditing |
| Integrations | Insight creation and report generation | Native Indic code-switching analysis (e.g. Hindi-English, Tamil-English) |
| Languages & capture | Consistent taxonomy across projects for large repositories | AI call summaries plus real-time agent coaching and analytics |
| Best-fit workflow | Multi-team collaboration with research history and archival | Voice AI agent monitoring with hallucination detection |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Gistly
Choose Gistly if you need contact centers auditing 100% of agent calls for qa scoring and coaching — strengths include audits 100% of calls rather than a small manual sample, with no extra qa headcount.
Aurelius
Gistly
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Gistly is strong for contact centers auditing 100% of agent calls for qa scoring and coaching. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Gistly is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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