Online exams face challenges like cheating, scalability, and real-time monitoring. AI‑powered online exam systems integrate facial recognition, behaviour tracking, and adaptive questioning to ensure fairness while supporting large-scale rollouts. Beyond integrity, AI creates personalized testing, evaluating strengths and weaknesses at scale. This shift makes assessments more reliable and efficient