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The Observation & Coaching Layer (ClassTrack) ensures that real classroom practices inform both assessments and content generation.
This creates a continuous improvement cycle where teaching and learning are refined after every loop.

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What ClassTrack Produces

  • Teacher Growth Reports → strengths, reteach suggestions, micro-training prompts.
  • Parent Engagement Reports → summaries of student participation and activities.
  • Leadership Dashboards → aggregated school-wide pedagogy trends.
  • Engagement Signals → talk-time balance, questioning patterns, pacing, sentiment.

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How Insights Feed the Ecosystem

1

Into Evaluation Layer

  • Refines rubrics and marking schemes using classroom observation trends.
  • Improves fairness and accuracy of subjective evaluation.
  • Helps identify new dimensions (collaboration, creativity, engagement) to evaluate.
2

Into Content Generation Layer

  • Informs AI Studio about what teaching strategies work best.
  • Adjusts Lesson Plans with better pacing, activities, and engagement methods.
  • Refines Worksheets to focus on frequently misunderstood concepts.

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Stakeholder Impact

  • Teachers → Receive actionable coaching and reteach strategies.
  • Students → Get refined lessons and practice materials better matched to their needs.
  • Leaders → Access governance-ready insights for pedagogy improvement.
  • Parents → Trust strengthened through consistent feedback cycles.

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Ecosystem Integration

  • Upstream: Lesson Plans + Worksheets set instructional intent.
  • Core: ClassTrack captures real classroom practice.
  • Downstream: Insights feed back into Evaluation (fairer rubrics) and AI Studio (better plans & worksheets), closing the loop.

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Next Step

Next → Explore the End-to-End Flow to see how an exam script moves through the full ecosystem into remediation and improvement.

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FAQ

CrazyGoldFish is an integrated AI reasoning layer for education that connects evaluation, personalization, content generation, observation, and engagement into one flow. It handles multimodal inputs—text, handwriting, diagrams, audio, and video—and targets up to 95% accuracy with a human-in-the-loop review so teachers stay in control. You can launch via APIs or a white-label UI with 24h integration, and there’s no AI team required to get value on day one. Everything is CBSE/ICSE/GDPR aligned to fit school standards and privacy expectations. The result- faster feedback cycles, better insights, and measurable gains for students and teachers. Book a demo today.
Upload student work in any format—typed responses, handwritten scripts, diagrams, audio, or video—and CrazyGoldFish evaluates it against rubrics and model answers. The system targets up to 95% accuracy, but a human-in-the-loop workflow lets teachers review, calibrate, and override instantly. You can start in 24h integration using APIs or a white-label UI, with no AI team required. Outputs include scores, annotated feedback, and improvement suggestions, all CBSE/ICSE/GDPR aligned. It’s designed to scale during peaks without sacrificing speed or quality, making complex assessments as straightforward as multiple choice. Ready to see it in action? Book a demo today.
You can go live in as little as 24h integration using our embeddable, white-label UI or straightforward APIs—no AI team required. The platform comes pre-tuned for education workflows and targets up to 95% accuracy, with a human-in-the-loop option so teachers keep final say. It’s CBSE/ICSE/GDPR aligned out of the box and designed to plug into your LMS or app quickly. Most teams start small—one assessment flow—and expand as value compounds. If you want to test-drive with minimal engineering effort, we’ll guide setup end-to-end. Book a demo today.
Pick your path - a fully white-label embeddable UI for ultra-fast 24h integration, or direct APIs if you prefer deep workflow control—either way, no AI team required. Both options deliver rubric-based scoring, annotations, and feedback targeting up to 95% accuracy, plus a human-in-the-loop layer for teacher review and overrides. Branding is customizable, and data handling is CBSE/ICSE/GDPR aligned. Start with a single use case (e.g., writing evaluation) and extend into lesson planning, worksheets, and observation as you scale. Our team supports onboarding, testing, and go-live. Book a demo today.
Teachers commonly save 8–10 hours per week with auto-graded evaluations, ready-to-teach lesson plans, and grouped error insights—delivering fast wins without extra workload. Evaluations target up to 95% accuracy with a human-in-the-loop review so quality stays high, and setup is a 24h integration with no AI team required. Districts appreciate CBSE/ICSE/GDPR aligned workflows and compliance-ready reporting. ROI comes from reduced manual grading time, quicker intervention cycles, and improved student outcomes. Leaders also gain visibility via dashboards and classroom observation signals, closing the feedback loop. Want to quantify savings for your context? Book a demo today.
Content and evaluations are aligned to K-12 standards and localized frameworks, including CBSE/ICSE/GDPR aligned practices for privacy and curriculum fit. The system targets up to 95% accuracy, and a human-in-the-loop model lets teachers validate or adjust results before publishing. You can deploy via APIs or a white-label UI with 24h integration, and there’s no AI team required. Data is processed with strict access controls and auditability designed for school environments. We’ll collaborate on retention settings and role-based permissions to meet your policies. Want a compliance walkthrough for your board? Book a demo today.
Teachers stay in command. Every evaluation targets up to 95% accuracy, then flows through a human-in-the-loop layer for review, calibration, and overrides. This ensures nuanced responses—like subjective writing or diagrams—meet classroom expectations. You can enable 24h integration using white-label UI or APIs, with no AI team required to manage the pipeline. All feedback and rubrics can be CBSE/ICSE/GDPR aligned, with audit trails so admins can monitor decisions. Over time, teacher inputs fine-tune performance and consistency, boosting trust and adoption. Want to preview the review console and workflows? Book a demo today.
Pricing is designed to match adoption pace, with options suited for pilots to large-scale rollouts. Most schools model ROI around teacher time saved (often 8–10 hours weekly), reduced rework via human-in-the-loop quality control, and improved outcomes from faster interventions. With 24h integration and no AI team required, onboarding costs are minimal. Workflows are CBSE/ICSE/GDPR aligned, and evaluations target up to 95% accuracy for dependable results. We’ll help estimate usage, forecast savings, and pick a plan that scales cleanly with your growth. Want a tailored proposal with ROI benchmarks? Book a demo today.
Yes—IELTS and TOEFL writing evaluations are available via APIs and a white-label UI, enabling 24h integration and instant feedback. These pipelines target up to 95% accuracy with a human-in-the-loop safeguard so instructors can calibrate outcomes. You can deploy without heavy engineering—no AI team required—and keep data flows CBSE/ICSE/GDPR aligned for institutional use. Outputs include scores, rubric breakdowns, and actionable suggestions to drive improvement. You can start with a single task type and expand as needed. Curious about accuracy on your prompts and rubrics? Book a demo today.
CrazyGoldFish connects Evaluate → Personalize → Generate → Observe → Engage into one loop. Evaluations target up to 95% accuracy, and human-in-the-loop checks keep results trustworthy. Insights drive personalized action plans and curriculum-aligned content, while classroom observation closes the feedback loop. You can start with 24h integration using APIs or a white-label UI—no AI team required—and keep everything CBSE/ICSE/GDPR aligned. Leaders get dashboards, teachers get reteach strategies, and students receive targeted practice, so improvements compound week over week. Want to see the full end-to-end flow in action? Book a demo today.