AI Grading for Colleges
Colleges grade large cohorts across many courses and sections, where different instructors can mark differently. Proctor AI applies one rubric across every script, grades in bulk, and keeps each instructor in control of their marks.
Start free, then scale to team plans that standardize rubrics, share analytics, and handle large volumes.
- 93% agreement with manual grading
- 10 sec average time per paper
- 97% less time spent marking
- 2,000+ teachers using Proctor AI
Colleges grade large cohorts across many courses and sections, where different instructors can mark differently. Proctor AI applies one rubric across every script, grades in bulk, and keeps each instructor in control of their marks.
What colleges need from grading
- Consistent marking across sections and instructors
- Bulk grading of course-wide assessments
- Integrity analysis across large cohorts
- Per-course and per-section analytics
- Each instructor approves their own marks
Challenges, solved
| Challenge | How Proctor AI helps |
|---|---|
| Many sections, different markers | One shared rubric applied identically |
| Large assessment volumes | Bulk grading clears them in hours |
| Copying across a big cohort | Integrity analysis flags it with evidence |
| Tracking course performance | Analytics by course and section |
How it works
- Upload the class: Drop in one PDF of the answer sheets. The agent splits individual papers automatically.
- Set the rubric: Type a prompt describing how to grade, or attach your existing marking scheme.
- Let it grade: Each answer is read and scored against the rubric in seconds per paper.
- Review and approve: Check the marks and feedback, adjust anything, and approve. Nothing is final until you say so.
Frequently asked questions
How does AI grading help colleges?
Colleges grade large, mixed cohorts across many courses, so consistency between sections matters. Proctor AI applies one rubric across every script, grades in bulk, runs integrity checks, and keeps each marker in control of their marks.
Can colleges keep marking consistent across instructors?
Yes. A shared rubric is applied identically to every script, so marks do not drift between sections, while each instructor still reviews and approves.
How accurate is the grading?
Around 93% agreement with manual marking, and every mark is reviewed and approved by a teacher before it is final.
Is there a free plan to start?
Yes. You can start free and grade a real set of papers before scaling up.