Seamlessly integrates into your existing examination process without changing curriculum or workflows.
Faculty uploads question paper, rubric key, and scanned scripts via Google Classroom, Drive, or PDF batches.
Grader digitizes handwriting, aligns derivations with cognitive rubrics, and drafts question-level feedback.
Faculty reviews suggestions, makes any score adjustments, and confirms final marks with 1-click publishing.
Every half-mark awarded or deducted is mapped to a specific line in the student's response. Click a line, or run the full evaluation.
Formula definition correctly stated.
Intermediate integration step executed correctly.
Final substitution has an arithmetic error.
Every mark is a suggestion. Nothing reaches the student without your sign-off. Approve, flag for review, or override in one click.
Digitizes equations, derivations, and descriptive answers accurately.
Awards partial credit for intermediate method and balance steps.
1st paper and 100th paper receive identical rubric rigor.
Direct integration with Google Classroom, Drive, and SIS.
Actionable remarks explaining where marks were earned or lost.
Students don't just see what they lost. They see exactly why, and how to fix it. Drag to compare.
"Well-structured derivation in Step 1. However, in Step 3, the constant of integration was omitted, leading to an incorrect boundary value. Review Chapter 4 on Boundary Limits."
AI drafts the marks; you retain 100% sovereign authority.
Student papers are never fed into external training models, guaranteed by contract.
Fully aligned with India's Digital Personal Data Protection framework.
No auto-publish. Every result requires faculty approval before release.
Institutional ownership with complete export rights at any time.
For individual educators trying their first paper.
For active professors, tutors, and coaching faculty.
For schools, universities, and coaching chains.
Yes. GunanQ is optimized for scanned handwriting across sciences, engineering, and humanities. Ambiguous text is flagged for teacher review, never blindly guessed.
You simply change it. The faculty evaluator has 100% override power over every mark, sub-score, and feedback remark.
Yes. You can import assignments and student submissions directly from Google Classroom or Google Drive, and export approved marks back with one click.
Absolutely. We enforce a contractual guarantee that student papers are never used to train AI models, complying strictly with India's DPDP Act 2023.
Schedule a 20-minute live demonstration with your own department's descriptive exam scripts.