Is Your Question Bank Actually Correct? 80% Publishers Never Check This

The Silent Problem in Education

When a question bank is created, most people assume it is correct by default — because senior teachers, subject heads or editors prepared it.

This assumption is the biggest silent problem in Indian education.

In reality, a huge percentage of question papers in schools and publication houses contain at least one major quality error:

And inside the competitive exam prep category — this gets even more dangerous.

What Schools Actually Don't Realize

Research from international academic QC benchmarks shows that up to **87% of question papers are never manually audited** after creation.

This means — students are being evaluated on something which itself is NOT evaluated.

In India, schools are rushing for NEP alignment… but question QC is still stuck in 1980s-style manual review.

How AI Evaluation Changes the Foundation

AI can now detect:

AI doesn't replace teachers. AI protects teachers from unintentional mistakes.

Why This Matters for Boards like CBSE / ICSE

Boards care about precision. Boards care about wording. Boards care about alignment.

If the question is itself wrong → the entire fairness of marks collapses.

The Future (2026 Onwards)

Question bank QC will not remain optional. It will become compliance. Just like plagiarism detection became mandatory for research papers.

WRYTFlow is building the exact evaluation layer — automated quality check before papers reach students.

This is the new baseline for trust.