The Personalization Layer transforms evaluation results into actionable strategies. The Action Plan APIs generate student targets, teacher reteach guides, and parent activity packs, ensuring that assessment data drives measurable improvement across the ecosystem.

Why Personalization Matters

  • Problem: Evaluation without remediation leaves learning gaps unresolved.
  • Solution: Action Plan APIs close the loop by converting scores + feedback into personalized action plans for every stakeholder.
  • Ecosystem Fit: Plans flow downstream into AI Studio (auto-generate lesson plans, worksheets, and remedial content) and are refined upstream by ClassTrack observations.

Three APIs, One Purpose

Student Action Plan

Learning targets, personalized practice, and progress milestones.

Teacher Action Plan

Group insights, reteach strategies, and extension content.

Parent Action Plan

Weekly activity packs, simplified guides, and structured home support.

Action Plan


Ecosystem Integration

  • Upstream: Inputs from Exam & Assignment Evaluation Suites (scores, feedback, annotated copies).
  • Core: Action Plan APIs → generate tailored strategies for students, teachers, and parents.
  • Downstream: Output feeds into AI Studio for content generation and ClassTrack for continuous improvement.

Next Steps