Guide

How schools should evaluate an AI question paper generator

AI can reduce the time teachers spend drafting questions, but schools should not choose a tool only because it can produce text quickly. A production-ready question paper system must protect academic structure.

1. Start with curriculum structure

The system should understand board, class, subject, books, chapters, topics, and syllabus versions. This is more reliable than asking AI to guess the curriculum from a short prompt.

2. Keep teachers in control

A good platform lets teachers review, edit, regenerate, save drafts, and submit papers only when the paper is ready. AI should generate questions, while the application controls marks, sections, language, and validation.

3. Support Hindi and English properly

For Indian schools, language support is not optional. Hindi-medium papers need correct section labels, instructions, options, and formatting.

4. Add review workflows for organizations

Schools should have organization admins who can assign subjects, approve submitted papers, reject papers with feedback, and track teacher usage.

5. Verify exports and security

PDF and print exports should come from trusted templates. User and AI text should be escaped or sanitized before rendering. Logos and watermarks should be validated and processed safely.