Marking Feedback Drafter | Real Minds AI
Education AdministrationDraftinglive

Marking Feedback Drafter

Drafts criterion-by-criterion feedback and a provisional mark against your own rubric, quotes the rubric wording behind each point, and hands the academic a reviewable draft — never a final grade.

realmindsai.com.au/theater/demos/highered_marking-feedback-drafter.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

Takes a student submission and the unit's rubric, then drafts criterion-by-criterion feedback with a provisional score, quoting the rubric wording behind every point so the academic can see the reasoning. It flags anything ambiguous, never assigns a final grade, and returns the draft for review and sign-off. Built for the marking load that eats a day a week per academic and pushes feedback past the point where it still helps the student.

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

Estimated build: 3–4 weeks. Most of it is template work we've already done.

Estimated build time
3–4weeks
Diagnostic · build · soft launch · review.
Reused from template
~70%
Agent shell · retrieval · audit · deployment.
Bespoke to this skin
~30%
Rubric encoding, LMS integration, feedback-tone tuning.
stack · Claude · structured rubric rules · review UI
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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