The Evaluation Layer produces scores, feedback, and annotated responses.
The Personalization Layer transforms these into Student, Teacher, and Parent Action Plans, ensuring assessment drives measurable improvement.

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What Evaluation Produces

  • Scores & Totals → per student, per question.
  • Feedback JSON → strengths, improvements, rubric alignment.
  • Annotated Copies → transparent student/parent view.
  • Dashboards → turnaround time, accuracy, compliance.

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How Data Flows Into Action Plans

1

Student Action Plans

  • Use scores + misconceptions to generate personalised targets, tasks, and milestones.
  • Plans feed into AI Studio for remedial worksheets and practice packs.
2

Teacher Action Plans

  • Aggregate results to identify common errors and group students.
  • Recommend reteach strategies + extension content for advanced learners.
3

Parent Action Plans

  • Simplify scores and feedback into weekly activity packs.
  • Provide clear, non-technical progress reports for at-home support.

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Stakeholder Impact

  • Students → Receive clear learning pathways instead of just grades.
  • Teachers → Get grouped insights and reteach strategies.
  • Parents → Stay informed with simple activity packs.
  • Leaders → See remediation trends alongside evaluation dashboards.

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Ecosystem Integration

  • Upstream: Exam & Assignment Evaluation Suites.
  • Core: Action Plan APIs (Student, Teacher, Parent).
  • Downstream: AI Studio generates targeted content → ClassTrack refines in classrooms.

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Next Step

Next → See how Action Plans → Content Generation to explore how plans automatically generate lesson plans and worksheets in AI Studio.