The Exam Evaluation Suite is the foundation of CrazyGoldFish’s Evaluation Layer. It automates multi modal exam grading, integrates into Personalization for action plans, and feeds AI Studio to generate remedial content — closing the loop across the learning ecosystem.

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Core Capabilities

  • Model-Answer Grading
    Apply model-answer comparisons for fair and consistent scoring.
  • Multi modal Input Processing
    Handle handwritten scans (PDF/images), typed responses, and diagrams in STEM subjects with equal precision.
  • Complete Workflow Management
    End-to-end coverage: ingestion → AI evaluation → queries → re-evaluation → publishing and dashboards.
  • Transparent & Auditable
    Built-in support for query handling, re-checks, and compliance-ready audit trails.
  • Analytics Dashboard
    Real-time monitoring of turnaround time, accuracy, and performance for admins.

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Supported Modalities

  • ✅ Handwritten scans (PDF/images)
  • ✅ Digital text responses
  • ✅ Diagrams and visuals (STEM subjects)
  • ⚡ Extension formats like video are supported via the Assignment Evaluation Suite

K-12 Learning Ecosystem

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Stakeholder Value

  • Students → Receive annotated feedback and transparent scoring instantly.
  • Teachers → Save 8–10 hrs/week on grading, focus more on instruction.
  • Leaders → Access compliance-ready dashboards and cohort trends.
  • Parents → Get clear reports on progress with strengths and areas of improvement.

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Developer & UI Options

  • REST/JSON API for backend integration.
  • Embeddable UI modules to plug evaluation workflows directly into LMS/ERP without heavy frontend work.

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Ecosystem Integration

  • Upstream: Exam setup with Model Answer.
  • Downstream: Evaluation data flows into the Personalization Suite to generate targeted student/teacher/parent plans, then into AI Studio for lesson plans and worksheets.
  • Continuous Loop: ClassTrack observation feeds back into evaluation, improving accuracy and remediation.

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Next Steps

  • Learn the step-by-step process in the Workflow guide.
  • Explore practical Use Cases across Schools, LMS/ERP, Tutoring, and E-learning.