Overview
Purpose
Reduce teacher grading workload by 60% using AI-assisted marking for structured answer questions.
Scope
Applicable to: Multiple choice, short answer (1-3 sentences), structured data questions. Not applicable to: Essays, creative writing, Arabic language composition.
Workflow
- Teacher uploads answer key + student answer sheets (PDF/scan)
- AI extracts and structures responses
- AI scores each response against the rubric
- Teacher reviews AI scores (random 20% sample + all borderline cases)
- Teacher approves or overrides
- Final grades exported to school system
Quality Controls
| Check | Trigger | Action |
|---|---|---|
| Confidence < 80% | Per answer | Flag for mandatory human review |
| Score deviation > 15% from class average | Per student | Alert and review |
| Arabic text detected | Any answer | Route to Arabic teacher |
Teacher Override Rate Target
Target: under 12% overrides (higher means AI needs retraining).