Answer block
activeAnswer block keeps citations visible and offers save-to-note, quiz, and card actions.
aiRoute context: No route context passed yet.
Data Explainer
Use data explainer as part of the connected study OS.
12
Connected items
5
Ready actions
2
Needs review
Page context
Module state, route, primary action, and data handoff for this workflow.
AI cockpitAssist
Grounded AI creation layer
Data Explainer is treated as a ai cockpit inside the grounded ai creation layer. It accepts question, source, weak topic, or task, creates ai-generated artifact, and stays connected to Notes, Schedule, Portfolio, Admin AI Model Hub.
Input
question, source, weak topic, or task
Output
AI-generated artifact
Creates
AI answer
Trace
source, confidence, review
Route job
Use AI as a grounded helper that cites sources and creates reusable study artifacts.
Record model
Data Explainer session
Admin handoff
AI Model Hub controls model routing, retrieval quality, evals, guardrails, and prompt versions.
Page actions
AI tutor, planner, memory, language, writing, math, research, diagrams, code, data, and reports output traceable artifacts.
Ask tutorUse source-cited explain, Socratic, practice, or plan mode./ai-tutorPlan weekBalance lessons, reviews, assignments, and recovery./ai-study/plannerWrite with citationsDraft and improve answers from trusted sources./ai-writingAudit AI memoryReview what the tutor remembers and why./ai-memoryAsk AIOpen connected workflow with this page as context./ai-tutor?context=%2Fai-creative%2Fai-dataMake flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fai-creative%2Fai-data
Workflow states
1
2
3
4
5
Controls and data signals
Created records and graph edges
4 connected branchesGrounded AI surfacedeep custom/ai-creative/ai-data
Data Explainer production UI
Tutor, planner, memory, writing, solver, diagram, research, and report tools with source citations and output review.
AI context
editable shellAI response preview
Live mock preview for this exact route, ready for real API wiring.
Citation
linkedCitation keeps citations visible and offers save-to-note, quiz, and card actions.
Follow-up quiz
readyFollow-up quiz keeps citations visible and offers save-to-note, quiz, and card actions.
Data Explainer records
source ids
/ai-creative/ai-data source ids
confidence
/ai-creative/ai-data confidence
guardrail
/ai-creative/ai-data guardrail
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/ai-creative/ai-data
Data explainer studio
Tables, charts, and datasets become explanations, insights, notes, flashcards, and quiz questions.
loaded
Input
table or chart
draft
Analysis
patterns, caveats, claims
ready
Study output
note, cards, quiz
Source-cited AI tutor and tool suite
Context selector, tutor modes, citation chips, AI memory, bilingual explanations, writing/research/code/data tools, and artifact conversion.
Explain from current source
Socratic repair for weak topic
Generate quiz/cards
Save as note
Cite sources
Translate to Hindi
Production handoffaiTutorSessionlocalStorage + test-mode API
Data Explainer operations
User actions create auditable records, connect to admin review, and route generated work into canvas, schedule, AI, and portfolio branches.
Generated records
Tester actions
Related workflows
A compact set of nearby pages. Use command search or the sidebar for the full route list.
AI TutorSource-cited tutor with Socratic, explain, practice, and plan modes.AI Study PlannerAI weekly plan balancing cards, weak topics, lessons, papers, and rest.AI MemoryPersonal learning memory with citations, forgetting risk, and privacy controls.AI LanguageBilingual explanations, local-language cards, translations, and answer practice.AI FeedbackRubric feedback for answers, essays, and assignments.AI WritingDraft, improve, cite, and convert writing into study artifacts.Essay WriterEssay outline, argument map, examples, citations, and scoring rubric.Math SolverStep-by-step solver with concept and card creation.
2026-ready capabilities
Grounded AI learning layer
Tutor, planner, memory, language, feedback, writing, math, research, code, data, diagrams, and lab reports all output study artifacts.
Fundamental Rights and Reasonable Restrictions
Use Fundamental Rights, Federalism as grounded context for explanation, Socratic practice, or planning.
React rendering traps
Use React rendering, Memoization as grounded context for explanation, Socratic practice, or planning.
Artifact generators
AI output can be saved as notes, cards, quizzes, assignments, diagrams, reports, presentations, or portfolio proof.
React performance case study
Frontend performance: Course project + quiz mastery.
Governance essay evidence pack
Policy analysis: Current affairs + answer evaluation.