Research on AI-enabled analytics tools suggests that structured data analysis can help identify recurring misconceptions and patterns in learner responses.
Teachers can quickly identify what students misunderstood and why, enabling more targeted reteaching and more effective formative assessment.
Bond et al. (2025). AI applications in Initial Teacher Education: A systematic mapping review.