Course-Eval Theme Analyser | Real Minds AI
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Course-Eval Theme Analyser

Turns thousands of open-ended course-evaluation comments into themes with counts and verbatim quotes, separating strengths from friction — and marks any thin theme as low-confidence rather than overstating it.

realmindsai.com.au/theater/demos/highered_course-eval-theme-analyser.html · sandbox · read-only
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How it would work

One agent, grounded in your library, with citations on every paragraph.

01 · input
Member question
02 · agent
Your agent
03 · output
Cited answer or escalation
The problem it solves

Reads the pile of open-ended student-evaluation comments a department chair never has time to work through and groups them into themes, separating what students valued from where they hit friction. Each theme carries a one-line summary, a count, and two verbatim quotes, with anything supported by fewer than three comments marked low-confidence rather than overstated. Built for the qualitative feedback that goes uncollected and unactioned because no one can manually parse it at scale.

TA
Tracy Anthony · Co-Founder & CEO · wrote up this design
What it would take to build

Estimated build: 2–3 weeks. Most of it is template work we've already done.

Estimated build time
2–3weeks
Diagnostic · build · soft launch · review.
Reused from template
~70%
Agent shell · retrieval · audit · deployment.
Bespoke to this skin
~30%
Comment ingest, theme taxonomy, confidence thresholds.
stack · Claude · text classification · review export
What it would cost for your org

Fixed scope, fixed price, fixed dates.

The cost band reflects the engagement shape, not a per-feature line item. We work on fixed scope, fixed price, fixed dates — see the services catalogue for what falls inside each band.

Engagement band
A bite-sized first piece → pilot build → embedded support. Start small, scale on proof — most builds land in the pilot band.

Considering this for your org?

The honest place to start is a bite-sized first piece — one contained change, low risk. Tell us where it hurts; we’ll play it back, scope it, and show you what’s possible.

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