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Privacy-Preserving AI Grader

Privacy-Preserving AI Grader

Grade quizzes, games, and projects with your reference materials and purpose-specific rubric.

Local identity masking: document text is extracted and masked in this browser. Only masked text, reference text, and rubric text go to OpenAI. Original files, images, document metadata, identity maps, and original filenames are never uploaded.
Automatic masking uses detected identities, name components, labeled name fields, email addresses, and student ID fields. It cannot guarantee discovery of every unlabeled name. Add aliases or other names below and use the editable outgoing-text preview when needed. PDF pages without extractable text are skipped, including pages containing only pictures. Remaining text is processed; PDFs with no readable text cannot be graded. Images, layout, and Word drawing text are not graded; supply a readable text equivalent if these matter.

1. Select grading materials

For games, assign at least one file as Game description and a different file as Game code. Code is read as text and never executed. Quiz answer repositories and project materials may use multiple files.

For Quiz, leave blank to grade against the reference answer keys with equal weight per question, scaled to the maximum points.

After every student has a valid grade, a common percentage-point adjustment is calculated with a 0–100% cap to reach this average. Raw grades are preserved. Failed, stopped, or unreadable batches are not normalized until completed.

2. Configure identity detection

3. Review identity mapping and masked text

Correct identity keys when needed. Files with the same key are graded together as one student's submission. Mapping changes rebuild masked text and clear previous grades.

0documents0students0reference files
#Original path (local)Detected identityAnonymous IDAnonymous filenameStatus
Preview and edit exactly the text that will be sent

Select a document, reference, or rubric. Edits are saved as you type. Rebuilding masks discards preview edits. No original document bytes are included in API requests.

4. Grade with OpenAI

API-key caution: use this as a local personal tool. The key is kept in page memory, sent only to OpenAI, and cleared after grading. Do not embed a key in a shared or hosted copy.

5. Download reidentified grades

0graded0exceptions--raw average--normalized average
Student identityAnonymous IDRaw scoreNormalized scorePossibleFeedbackConfidenceException
Internet is needed to load document libraries and call OpenAI. Clear or close this page to remove working data. No local storage, analytics, or server-side identity map.
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Ideate Forward Consulting LLC. All rights reserved.
  • Home
  • Apps
    • Learnbuddy
    • Quizbuddy
    • Popquizbuddy
  • Cases
    • Meridian Case Study
  • Games
    • Retail Coupon Game
    • Bagel Truck Game
    • Motel Pricing Game
    • Stock Trading Game
    • Covid-19 Testing Game
    • Real Estate Game
    • Digital Marketing Game
    • Coffee Shop Game
    • Campus Hoodie Game
    • Mexican Bowl Game
  • FAQ
  • Contact