The Student Action Plan API ensures that evaluation results lead to measurable remediation. It generates personalized targets, tasks, and milestones — tailored for each learner’s needs.
Schools
Problem: Students often receive scores without actionable next steps.Solution:
- Convert exam/assignment results into catch-up plans for struggling learners.
- Provide adaptive practice packs aligned to syllabus objectives.
- Enable teachers to track progress with structured milestones.
Tutoring Platforms
Problem: Tutors need to deliver immediate remediation after mock tests.Solution:
- Generate personalized homework packs instantly from evaluation results.
- Assign adaptive MCQs and worksheets that target individual gaps.
- Show progress trends across sessions to improve retention.
LMS/ERP Platforms
Problem: Platforms struggle to scale personalization across large cohorts.Solution:
- Auto-generate student-specific action plans in the LMS dashboard.
- Give teachers per-student progress milestones for targeted follow-up.
- Aggregate remediation data for school-wide analytics.
E-learning Providers
Problem: Digital courses lack personalized feedback loops.Solution:
- Generate adaptive study plans after each module or test.
- Deliver instant practice activities to close identified gaps.
- Integrate with AI Studio to push remedial worksheets directly.
Ecosystem Integration
- Upstream: Evaluation outputs (Exam + Assignment Suites).
- Core: Student Action Plan API → personalized learning pathways.
- Downstream: AI Studio creates remedial content, ClassTrack refines future plans.
Next Step
Next → Explore the Teacher Action Plan for group insights and reteach strategies.FAQ
How does CrazyGoldFish turn multimodal evaluation outputs into Student Action Plans automatically?
How does CrazyGoldFish turn multimodal evaluation outputs into Student Action Plans automatically?
The Evaluation Layer scores text, handwriting, diagrams, audio, and video using rubric/model‑answer logic, then routes results into Student, Teacher, and Parent Action Plans. Plans include targeted goals and practice, grouped reteach strategies, and home‑friendly activities, with human‑in‑the‑loop controls for edits and approvals. All workflows are CBSE/ICSE/GDPR aligned for curriculum and data governance.
What’s included in a Student Action Plan, and how is it different from Teacher and Parent plans?
What’s included in a Student Action Plan, and how is it different from Teacher and Parent plans?
Student Plans set targets and practice pathways for remediation or extension. Teacher Plans surface grouped insights by misconception and map reteach strategies; Parent Plans summarize progress and provide home‑friendly activities. Each plan is generated from the same evaluation outputs, supports human‑in‑the‑loop review, and is CBSE/ICSE/GDPR aligned.
How do we integrate Student Action Plans into our LMS/ERP using REST APIs and webhooks?
How do we integrate Student Action Plans into our LMS/ERP using REST APIs and webhooks?
Implementation is API‑first: authenticate, post submissions to the Evaluation Layer, receive processing webhooks, then call Action Plan endpoints to retrieve Student/Teacher/Parent plans and push them to your LMS/ERP. Most teams complete a 24h integration, with a white‑label embeddable UI available if you prefer rapid rollout without rebuilding your front‑end.
Can we require human‑in‑the‑loop approval before Student Action Plans are visible to learners?
Can we require human‑in‑the‑loop approval before Student Action Plans are visible to learners?
Yes. Human‑in‑the‑loop review is built in, allowing reviewers to approve, adjust, or flag recommendations before publishing. Audit trails and role‑based access maintain governance while remaining CBSE/ICSE/GDPR aligned.
How does the system group learners by misconceptions to drive reteach strategies in Teacher Action Plans?
How does the system group learners by misconceptions to drive reteach strategies in Teacher Action Plans?
Personalization aggregates evaluation insights to group learners by specific misconceptions, then maps reteach strategies and extension pathways. These groupings feed Teacher Action Plans so instruction is targeted, while educators can override or refine recommendations through human‑in‑the‑loop checkpoints.
Do Student Action Plans support CBSE/ICSE standards mapping and GDPR‑compliant data handling?
Do Student Action Plans support CBSE/ICSE standards mapping and GDPR‑compliant data handling?
Yes. Plans and reports are CBSE/ICSE/GDPR aligned, with data minimization, role‑based access, and audit trails. This alignment keeps standards mapping and privacy controls consistent across regions and boards.
What does a minimal integration look like if we only need to trigger Student Action Plans from existing assessments?
What does a minimal integration look like if we only need to trigger Student Action Plans from existing assessments?
Ingest your multimodal submissions via API or use the white‑label embeddable UI, retrieve evaluation results via webhooks, and call the Action Plan APIs to generate Student/Teacher/Parent plans. With 95% accuracy targets and optional human‑in‑the‑loop review, teams typically validate quickly and ship in a 24h integration—no AI team required.
How do observation and classroom data refine subsequent Student Action Plans over time?
How do observation and classroom data refine subsequent Student Action Plans over time?
CrazyGoldFish closes the loop by feeding classroom observation and engagement data back into personalization. Subsequent plans and content reflect what worked, improving relevance and effectiveness while retaining human oversight for sensitive interventions.
Can Student Action Plans be used for exam prep scenarios like IELTS/TOEFL or board exams?
Can Student Action Plans be used for exam prep scenarios like IELTS/TOEFL or board exams?
Yes. Standardized, multimodal evaluations—including IELTS/TOEFL via the embeddable UI—produce structured outputs that flow directly into Student, Teacher, and Parent Action Plans. You get consistent feedback and targeted practice with 95% accuracy targets and optional human‑in‑the‑loop controls.
What governance controls do we have for publishing, editing, and auditing Action Plans at scale?
What governance controls do we have for publishing, editing, and auditing Action Plans at scale?
Deployments include role‑based access, approval gates, and audit‑friendly logs so changes are traceable end‑to‑end. Human‑in‑the‑loop checkpoints and CBSE/ICSE/GDPR aligned workflows preserve accountability while keeping turnaround fast via APIs and webhooks.