---
type: Article
title: AI Grading for CBSE & ICSE Worksheets: How Report Cards Work
description: From solve to report card in minutes: how Mingi grades CBSE & ICSE worksheets, updates topic mastery, and what AI grading cannot replace. Parents & students.
resource: https://mingi.in/resources/ai-grading-worksheet-report-cards-india
tags: [AI grading, Report cards, CBSE, ICSE, Parents, Formative assessment, Worksheets]
timestamp: 2026-06-23
---
# AI Grading for CBSE & ICSE Worksheets: How Report Cards Work

Mingi grades CBSE and ICSE worksheet attempts via the grade-exam API: students solve interactively, submit answers, and receive a report card at /report/[id] with per-question marks, rubric-style feedback, and topic tags. Grading does not consume the generation quota — it is part of the exam session. Scores feed learnability_metrics so weak topics below 60% mastery surface on the student dashboard and PIN-gated parent view. AI grading is formative assessment: it tells students what to fix before the next paper. It does not replace human teachers for first-time concept teaching or nuanced board-exam discretion on long answers.

## Key facts

- Mingi report cards live at /report/[id] — one URL per graded attempt, linked from history and parent dashboard.
- The grade-exam endpoint grades written sections (B, C, D) plus MCQ Section A; grading does not consume generation quota.
- learnability_metrics update from real graded scores via batchUpdateLearnabilityFromGrade — not attempt_count estimates.
- Topics scoring below 60% mastery are flagged as weak for the next worksheet suggestion.
- Mingi Starter is ₹499/month with 60 AI generations; free trial is 30 days with 15 generations.

## Links

- [Full article](https://mingi.in/resources/ai-grading-worksheet-report-cards-india)
- [Cite kit](https://mingi.in/cite/ai-grading-worksheet-report-cards-india)
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