01
Build the rubric
Create question-level answer keys and grading rules without raw JSON.
AI grading workspaceAI grading, review, and result release in one workspace
GradeFlowAI grading workspace
Turn worksheet piles into scored submissions, review queues, class insights, returned student results, and an auditable grading history.
See workflowCreate a class, add a rubric, and review AI-scored work.
47s
demo batch
3
review flags
7d
secure session
Live grading run
Fractions Unit · Period 3
01Upload28 pages
02Extractanswers mapped
03Graderubric applied
04Review3 flags
05Returnstudent links
Anika PatelStrong process
9.5Marcus TanReview flagged
6.0Priya NairReady to return
10Workflow
From upload to returned results
GradeFlow now supports the full teacher loop: create, grade, review, edit rubrics, regrade, return, and audit.
02
Batch upload
Upload images or PDFs and assign by student name as you go.
03
Review exceptions
Low-confidence work lands in a dedicated teacher review queue.
04
Regrade safely
Version rubric edits, regrade all submissions, and keep an audit trail.
05
Publish to students
Release completed grades to each student's secure results link.
Product features
Built like an actual grading system
The app now has the operational pieces teachers expect before trusting AI with classroom work.
Model + defaults
Teacher settings
Configure the Gemini model, confidence threshold, default subject, grade level, and grading rules from one settings page.
Cross-class queue
Review center
See every low-confidence submission across classes, approve obvious cases, or open deep evidence review.
Change history
Rubric versions
Every assignment edit can create a saved version with a change note and audit event.
After edits
Regrade all
Apply a revised answer key or rubric to existing submissions without manually opening each student.
Returned only
Student results portal
Copy a per-student results link. Students only see assignments the teacher has marked returned.
Traceable actions
Audit logging
Track settings changes, grading runs, approvals, overrides, deletes, returns, and regrades.
Grade intelligence
Linear grade colors for fast scanning
Scores read like a real gradebook: strong work, borderline answers, review flags, and released results are visually distinct without hiding the detail.
A range
B range
C range
Needs review
Returned packet
Fractions Unit Test
Anika Patel
Strong process · 96% confidence
A9.5/10
Marcus Tan
Review flagged · 61% confidence
C6.0/10
Priya Nair
Ready to return · 99% confidence
A10/10
Owen Brooks
Partial credit · 88% confidence
B7.5/10
Ready for a real workflow
Grade, review, return, and improve from one place.
Create a class, add a rubric, upload work, and let GradeFlow route the parts that need judgment.