AI-native Β· Local LLM Β· RAG-powered Β· aligned

EduPulse
Intelligence
Platform

The AI analytics platform built for schools. Detect at-risk students, generate quizzes, create intervention plans and drill through every report β€” from school to grade to subject to student β€” all on your server.

Launching atEduPulse.vixio.comCOMING SOON
// build_progress85%
Planning βœ“Architecture βœ“Backend βœ“Frontend βŒ›Beta πŸ§ͺLaunch πŸš€
// user_roles
🏫
School Admin
School-wide analytics, at-risk overview, grade comparisons, open alerts
Dashboard Β· Coming Soon
πŸ‘©β€πŸ«
Teacher
Class performance, quiz generator, lesson plans, RAG-powered AI chat
Dashboard Β· Coming Soon
πŸŽ’
Student
Personal scorecard, weak areas, AI study plan, practice assessments
Dashboard Β· Coming Soon
πŸ‘¨β€πŸ‘©β€πŸ‘§
Parent
Child's progress, risk alerts, teacher messages, weekly AI summary
Dashboard Β· Coming Soon
// core_features
⚠️  WEAK STUDENT DETECTION

Catch struggling students before they fall behind.

EduPulse continuously monitors every student's score history and flags at-risk students automatically with 3-tier risk scoring β€” no spreadsheets, no guesswork.

  • High / Medium / Low risk scoring with trend analysis
  • Detects decline across multiple assessments, not just one test
  • Subject-level breakdown β€” knows if it's Maths or Science
  • Real-time alerts pushed to teachers and admin instantly
At-Risk Students Β· Grade 9-A Β· 47 flagged
This month
High: 12Med: 23Low: 12
RK
Rahul Kumar
8-A Β· Mathematics Β· 3 tests declining
31%
High
PM
Priya Mehta
9-B Β· Science Β· Missed 2 assessments
38%
High
AS
Arjun Sharma
8-A Β· Mathematics Β· Stable but low
42%
Med
KS
Kavya Singh
7-C Β· English Β· Improving slowly
58%
Low
AI confidence: 72%
AI Chat Β· RAG-Powered Β· Local Qwen 2.5
Qwen 2.5 Β· Local Β· Curriculum loaded Β· 0 API calls
πŸ‘©β€πŸ«
What topics in Chapter 6 Maths are students struggling with most?
🧠
Based on your class data, Triangles (Q1 & Q6) have an 87% wrong-answer rate. The congruence criteria SAS and RHS are the weakest areas.
πŸ“„ Ch.6 Β· Triangles Β· pg. 142–148
πŸ‘©β€πŸ«
Create a 5-question quiz on congruence for Grade 8.
🧠
Generating 5 MCQs on Triangle Congruence (Easyβ†’Hard)... βœ… Done. Check the Quiz tab.
↑
πŸ’¬  RAG-POWERED AI CHAT

Ask your school data anything, in plain language.

Powered by Qwen 2.5 running on your own server with ChromaDB retrieval β€” teachers get answers grounded in real student data and curriculum. No OpenAI, zero data leaves your school.

  • Understands chapter context via vector search
  • Answers questions about specific students or classes
  • Can generate quizzes, plans and summaries mid-chat
  • BGE-M3 multilingual embeddings β€” works in Hindi too
πŸ“  AI QUIZ GENERATOR

Education - aligned quizzes, generated in under 10 seconds.

Type a topic, pick difficulty, and EduPulse produces MCQ quizzes with correct answers and detailed explanations β€” perfectly aligned to standards.

  • 3–20 questions, Easy / Medium / Hard difficulty
  • Explanations for every answer, not just the key
  • Export to PDF or assign directly in-app
  • Tracks student quiz performance automatically
Quiz Generator Β· Grade 8 Β· Maths
Triangles β€” Congruence
Easy
Medium
Hard
Q2 of 8 Β· Medium Β· Ch.6
In triangles ABC and DEF, AB = DE, ∠A = ∠D and AC = DF. By which criterion are these triangles congruent?
A
SSS Congruence Rule
B
SAS Congruence Rule βœ“
C
ASA Congruence Rule
D
RHS Congruence Rule
Explanation: SAS (Side-Angle-Side) β€” two triangles are congruent when two sides and the included angle are equal. AB=DE, AC=DF (sides), ∠A=∠D (included angle).
7-Day Intervention Plan Β· AI Generated
RK
Rahul Kumar Β· 8-A
Focus: Mathematics Β· Chapter 6
High Risk
Day 1
Basics Revision β€” Number Line & Integers βœ“
15-min video + 5 practice problems
Recall
Day 2
Triangle Congruence β€” SAS & ASA ← Today
Worked examples β†’ 8 guided questions
Concept
Day 3
RHS & SSS Criteria β€” Practice Set
12 MCQs + 2 proof problems
Practice
Day 4–5
Problem Solving + Peer Teaching Session
Collaborative + teacher check-in
Apply
Day 6–7
Mini Assessment + AI Review Report
Target: 65%+ to exit High Risk
Assess
πŸ—“οΈ  INTERVENTION PLANS

Personalised 7-day recovery plans, written by AI.

For every at-risk student, EduPulse generates a structured day-by-day plan with activities, goals and milestones β€” tailored to their specific weak areas.

  • AI reads the student's full score and trend history first
  • Daily activities: recall, concept, practice, apply, assess
  • Target score and exit criteria defined upfront
  • Plans update automatically as student improves
πŸ“Š  POWER BI-STYLE ANALYTICS

Drill from school overview down to individual questions.

Interactive reports that let admins and teachers navigate from a 30,000-foot view all the way to a single student's wrong answer β€” without leaving the screen.

  • School β†’ Grade β†’ Subject β†’ Student β†’ Question drill-through
  • Assessment heatmaps revealing the hardest questions
  • Waterfall charts showing score trends quarter by quarter
  • Real-time KPIs: risk count, school avg, quiz activity
School Analytics β€” Drill-Through Report
School
β€Ί
Grade 8
β€Ί
Maths
β€Ί
Student
1,284
Students
↑ +4.2% YoY
47
High Risk
↑ 12 this month
72.4%
School Avg
↑ +2.1% Q2
Subject Performance
Mathematics
58%
Science
65%
English
78%
Social Sci.
74%
Hindi
81%
Assessment Heatmap β€” Wrong Answer Rate
EasyHard
Student Report PDF Β· Auto-Generated
Student Progress Report Β· Term 1 Β· 2024-25
HIGH RISK
Generated by AI Β· 15 Nov 2024
RK
Rahul Kumar
Grade 8-A Β· Roll No: 14
38.6%Avg Score
Subject Performance
Mathematics
31%
Science
38%
English
62%
Social Sci.
55%
🧠 AI RECOMMENDATION
Focus on Chapter 6 (Triangles) and Chapter 9 (Quadrilaterals). Daily 20-min practice recommended. Suggest peer-study group for Mathematics.
Shareable with parents β†’
⬇ Download PDF
πŸ“„  AI-WRITTEN PDF REPORTS

Beautiful student reports, ready for parents in one click.

EduPulse auto-generates downloadable PDF reports for each student β€” with score history, subject breakdowns, risk level, and AI-written recommendations parents can actually understand.

  • One-click PDF generation for any student
  • AI writes the recommendation in plain language
  • Branded with school name and logo
  • Also generates Education - aligned lesson plans as printable docs
πŸ”  ROLE-BASED DASHBOARDS

The right view for every person in your school.

Four distinct role-based dashboards β€” each showing only what's relevant. Admins see the school. Teachers see their class. Students see their journey. Parents see their child.

  • School Admin: full overview, grade comparisons, all alerts
  • Teacher: class performance, quiz builder, AI chat
  • Student: personal scorecard, weak areas, study plan
  • Parent: child's progress, weekly AI summary, alerts
Teacher Dashboard Β· Ms. Anita Rao Β· Grade 8-A
πŸ“Š
πŸ‘₯
πŸ“
πŸ’¬
πŸ“„
βš™οΈ
Good morning, Ms. Anita πŸ‘‹  Β·  Grade 8-A Β· 42 Students
8
At Risk
67%
Class Avg
14
Quizzes Run
Pending Alerts
Rahul Kumar's Math dropped 18pts β€” intervention plan ready
3 students missed Unit Test 2 β€” follow up required
AI suggests quiz on Chapter 9 based on recent wrong answers
Kavya Singh improved +9pts β€” exiting Medium Risk soon
// launch_roadmap
βœ“
Planning
βœ“
Architecture
βœ“
Backend
βŒ›
Frontend
πŸ§ͺ
Beta
πŸš€
Launch
// tech_stack
⚑ FastAPI
🧠 Qwen 2.5 Local LLM
πŸ—„οΈ ChromaDB RAG
πŸ”— BGE-M3 Embeddings
πŸ—ƒοΈ SQLite + Redis
πŸ” JWT + Bcrypt
🐳 Docker Compose
🌐 Nginx + SSL
βš›οΈ React Dashboard
πŸ“Š Power BI-style Charts
85% Built Β· Launching Soon

EduPulse.vixiox.com is almost live.

The AI-native intelligence platform for schools β€” running on your server, zero API cost, full data privacy.

Launching at
EduPulse.vixio.com
COMING SOON
No API cost
Runs on your server
Education - aligned from day 1
100% data privacy