AI-Powered Instant Question Paper Generation

Teachers are spending 8 to 12 hours creating each exam paper, significantly reducing the time available for instruction and student engagement. Difficulty calibration is inconsistent, with no structured framework to balance assessments across Bloom's taxonomy. Question banks are limited and often reused, leading to repetition that undermines assessment integrity. There is also a lack of analytics on student performance, with results captured only as marks rather than providing deeper conceptual insights. Additionally, manual paper formatting consumes an extra two to three hours, resulting in inconsistent quality across institutions.