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    Analytics9 April 20254 min read

    AI Essay Grader Dashboard Block — Grading Analytics for Assessors and Managers

    Understand how your team is using AI grading — which courses are benefiting most, how many submissions have been processed, and where assessors are spending their time — all from a single Moodle dashboard block.

    Once you're using the AI Essay Grader across multiple courses, it's useful to have a centralised view of how it's being used, how much time it's saving, and where assessors are still spending the most effort. The AI Essay Grader Dashboard block provides exactly this — a course or site-level analytics panel showing grading volume, average review times, assessor activity, AI confidence scores, and credit consumption — all updated in real time.

    Why your RTO needs this

    Data-driven assessment management is increasingly important for RTOs trying to demonstrate quality and efficiency. The AI Essay Grader Dashboard gives managers the evidence they need to show that AI grading is working — reducing marking time, maintaining consistency, and flagging the assessments that need careful human review. It also helps identify courses where assessors are overriding AI grades frequently, suggesting the grader may need rubric refinement for those specific units.

    Key Features

    Grading Volume Metrics

    See how many submissions have been AI-graded across all courses — by week, month, or custom date range.

    Assessor Review Times

    Track how long assessors take to review and confirm AI grades — identifying efficiency improvements over time.

    AI Confidence Distribution

    View the distribution of AI confidence scores across graded submissions — understanding when the AI is certain vs. uncertain.

    Override Rate Tracking

    See how frequently assessors are modifying AI-recommended grades — and which courses or question types have the highest override rates.

    Credit Usage Summary

    Monitor AI credit consumption by course, assessor, and time period — useful for budgeting and reporting to management.

    Common Use Cases

    • 1Monthly reporting to RTO management on AI grading effectiveness and time savings
    • 2Identifying courses where the AI grader rubric needs refinement based on high override rates
    • 3Monitoring credit consumption for budget planning and cost allocation across departments
    • 4Demonstrating efficiency gains to funding bodies or governing boards through grading data

    Related topics

    AI grader dashboard Moodle, grading analytics plugin, Moodle assessor activity tracking, AI grading reporting, VET assessment analytics

    Ready to get started?

    Read the full documentation or explore pricing for your RTO.