Reference table
Student Voice AI vs Koji for student comments
A side-by-side for UK and Irish university survey and quality teams deciding how to handle open comments from NSS, PTES, PRES and module evaluations. Student Voice AI analyses comments already collected and benchmarks them against the sector, while Koji runs AI-moderated interviews that ask follow-up questions and groups the answers into themes. Use it to decide which job you need done first, or how to run both.
What's in this reference table
| Student Voice AI | Koji | |
|---|---|---|
| What it does | Analyses comments you already collected | Runs AI-moderated interviews, then analyses them |
| Typical input | NSS, PTES, PRES and module evaluation comments | Its own text or voice interviews |
| Follow-up questions | No, it reads what was written | Yes, while the student answers |
| Analysis | Topic labels and sentiment for every comment | Themes with counts, quotes and sentiment |
| Sector benchmarks | Yes, against UK higher education data | No |
| Past years | Yes, historical comments can be analysed | No, only interviews run in Koji |
| Data location | Described as UK-hosted, own infrastructure | EU, AWS Frankfurt, sub-processors published |
Use this image
Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:
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<a href="https://www.koji.so/visuals/student-voice-ai-vs-koji-comparison"><img src="https://www.koji.so/visuals/student-voice-ai-vs-koji-comparison/student-voice-ai-vs-koji-comparison.png" alt="Table comparing Student Voice AI and Koji: what each does, inputs, follow-up questions, analysis, benchmarks, past data and data location." width="1200" height="931" /></a>
<p>Source: <a href="https://www.koji.so/visuals/student-voice-ai-vs-koji-comparison">Student Voice AI vs Koji for student comments</a>, Koji</p>
