The rubric is the law.
It works to the criteria you defined, applied the same way to the first script and the three-hundredth.
Flagship · Assessment AI Grading is where teaching goes
Grading is where teaching goes
to die.
Not because faculty stopped caring — because 300 scripts and 48 hours leave no room for the one thing that actually teaches: telling a student exactly where their thinking broke.
GunanQ gives that room back.
Faculty-finalized. Always.
Rubric-grounded
Handwriting supported
Every answer measured against your rubric — then held until a human signs off.
What GunanQ is
This is not an auto-grader.
This is not an auto-grader.
It never will be.
It carries the mechanical weight of assessment — every script, measured against your rubric, consistently. Then it stops and waits. Nothing reaches a student until a human presses Finalize.
Faculty have the last word.
Everything it produces is a proposal awaiting approval. You change what you disagree with, and it defers — every time.
Every student gets feedback.
Written guidance for a cohort of three hundred stops being arithmetic you cannot win.
A look at it
Two sides of the same result.
Faculty see every exam and student with a live status against each name. Students see their whole record — with anything still under review clearly locked.
Give a teacher back their week.
Watch what they do with it.
The hours GunanQ removes are not saved — they are redeployed into doubt sessions, remedial classes and research.
- 0%
- Less time on the mechanical part of grading
- 0%
- Of students receive written, personal feedback
- 0×
- Faster turnaround from exam to result
- 0
- Grades published without faculty sign-off
The three questions we get first
Still unsure? Ask us directly — a person answers.
Is this auto-grading?
No. GunanQ never publishes a mark on its own. Every assessment it produces is a proposal that a faculty member reviews, edits and finalizes. Until that happens, the student sees "Locked for Review".
Does it handle handwritten answer scripts?
Yes. GunanQ reads scanned handwritten scripts as well as typed submissions, which is what makes it usable for real end-semester examinations rather than only online quizzes.
Whose standard does it apply?
Yours. GunanQ works to the rubric you define, applied identically to the first script and the three-hundredth. It does not bring an opinion of its own about what a good answer looks like.
More questions — data handling, moderation, integration, pricing — are answered on gunanq.com.
The full picture
GunanQ has its own home.
Everything above is the why. The product itself — documentation, security detail, pricing, sign-in and demo booking — lives at gunanq.com.