Human-in-the-Loop AI (Teacher Moderation)

Evidence suggests AI-enabled systems are most effective when automated feedback is combined with human interpretation and facilitation.

How Easy Examiner applies this

• AI performs the first-pass analysis using exam-board mark schemes
• Teachers review and edit marks or feedback where necessary
• Teachers approve final marks before reports are generated
• Professional judgement remains central to the assessment process

Why this matters

AI supports efficiency and consistency, while teachers retain full control and professional oversight of student assessment.

Research source

Dogan et al. (2025). Artificial intelligence professional development: a systematic review of TPACK, designs, and effects for teacher learning.