The problem
Teachers spend long hours marking descriptive answers, and fatigue produces inconsistency across a stack of papers.
What to build
Create an assistant that reads scanned answers, aligns them to a rubric and suggests marks with highlighted evidence, leaving the final decision to the teacher.
Success looks like
Agreement with a human second marker within one mark on most answers, a clear audit trail and an interface that makes teacher override effortless.
Suggested technologies
- Handwriting OCR
- Rubric alignment
- LLM evaluation
- Human review
- Audit logging
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.