The Exam Evaluation Suite helps diverse education stakeholders automate grading, improve transparency, and accelerate learning outcomes.
Here’s how different client categories benefit.

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Schools

Problem: Teachers spend 5–7 days grading handwritten exams, leaving little time for reteaching. Solution:
  • Automate evaluation of handwritten scripts with model-answer grading.
  • Provide annotated copies + transparent scores to students.
  • Cut turnaround time from a week to under 24 hours.

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LMS/ERP Platforms

Problem: Large-scale exam management requires manual grading integration, slowing down results and compliance workflows. Solution:
  • Integrate evaluation APIs directly into the LMS workflow.
  • Provide real-time dashboards for administrators (TAT, accuracy, compliance).

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Tutoring Platforms

Problem: Tutors struggle to give instant feedback on practice exams, leading to delayed remediation. Solution:
  • Use instant AI grading for mock tests and practice exams.
  • Generate actionable feedback JSON that highlights errors and common misconceptions.
  • Enable students to request re-evaluations with transparent audit trails.

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E-learning Providers

Problem: Scaling evaluation across thousands of digital exams while maintaining quality and fairness. Solution:
  • Automate bulk processing for digital text + diagram responses.
  • Provide consistent grading across multiple courses and subjects.
  • Feed evaluation outputs directly into Personalization Suite → generate targeted remediation and practice content in AI Studio.

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Ecosystem Integration

  • Upstream: Exam setup with Model Answers and Rubrics.
  • Core: Automated evaluation with multi modal support + transparent workflows.
  • Downstream: Evaluation results power the Personalization Suite (plans for students, teachers, parents), which then drive AI Studio content generation.