AI Grading Automation
AI Assignment Grader
⚠ Internal — draft, do not publish
Case study details outstanding. The specifics on this page are placeholder pending the client’s confirmation of figures and wording. Do not publish until the real details are supplied — nothing here has been invented from data we don’t have.
Manual marking that didn't scale.
Every submission was opened, read, and graded by hand — slow, inconsistent, and impossible to keep up with as course volume grew.
- Every submission manually opened, read, and graded.
- Turnaround times stretching to days.
- Feedback quality varied between markers.
- Resubmissions created duplicate workload.
From submission to feedback, hands-off.
The pipeline, step by step.
Webhook trigger
A LearnUpon webhook fires the moment a student submits their work.
Detect & convert
The submission is detected and converted to a readable format via CloudConvert.
Match rubric
The pipeline matches the submission to the correct grading rubric.
AI grading
Gemini grades the work against the rubric, consistently every time.
Store results
Grades and feedback are stored in Supabase, ready to deliver and audit.
Deliver feedback
Personalised written feedback is delivered back to the student automatically.
What changed.
What we built it with.
What the client said.
[ Add the client's words about the build here — what changed for them, and what it was like to work with us. ]
Want something like this built?
A couple of lines is enough. You’ll hear back from Aidan directly, usually within a business day.
- Founder-built — you deal directly with Aidan, not a sales team.
- A straight answer on whether it's worth building, and what it'd cost.
- You own everything we ship. No lock-ins, no per-seat fees.
Thanks — we've got it.
Your message is on its way to Aidan. Expect a reply within a business day. Urgent? Call 0415 525 006.