🚀
AI & EdTechLive

AI Student Learning Assistant

Client

SaaS Startup

Timeline

3 Weeks

Platform

Web

Team

4 Engineers

Project Overview

The Problem: Generic AI chatbots give students direct answers instead of teaching them how to solve problems.

The Need: A specialized AI tutor trained using Socratic methods to guide students to answers.

Why it Mattered: Maintaining academic integrity while providing 24/7 personalized tutoring.

Core Goals

  • Socratic AI tutoring
  • Prevent cheating
  • Curriculum alignment

Business Problems

ChatGPT Cheating

Students were bypassing learning by just copying AI outputs.

Technical Challenges

Prompt Engineering

Forcing the LLM to never give direct answers to math problems.

Context Window

Keeping track of long tutoring sessions without losing context.

Research & Discovery

1

Pedagogical Tuning

Worked with teachers to design the AI's response framework.

Our Solution

We architected a custom ecosystem broken down into specific operational modules.

Tutor Agent

Real-time streaming chat with math-rendering capabilities.

Knowledge Base

RAG pipeline loaded with verified textbook content.

Teacher Oversight

Dashboard flagging students who might be struggling.

Development Process

Discovery & Requirements

Milestone 1

UI/UX Design Prototyping

Milestone 2

Database Architecture

Milestone 3

Backend API Development

Milestone 4

Frontend Implementation

Milestone 5

QA & Load Testing

Milestone 6

Deployment & Training

Milestone 7

System Architecture

User Devices
CDN / Load Balancer
Auth API
Core Services
Primary Database & Cache

Technology Stack

Frontend

Next.jsReact MarkdownKaTeX

Backend

PythonFastAPILangChain

Database

Pinecone Vector DBPostgreSQL

Cloud & DevOps

VercelRender

Core Features Delivered

Socratic Chat
Math Rendering
RAG Integration
PDF Upload
Quiz Generation
Progress Tracking

Interface Showcase

Desktop UI View
Desktop UI
Mobile View
Mobile UI

Performance Metrics

45m/session

Engagement

99.2%

Accuracy

<800ms

Latency

Project Statistics

5M+

AI Messages

800ms

Response Time

50k

Documents Indexed

Business Impact

Increased student engagement time by 3x compared to static textbooks.

Teachers reported a noticeable improvement in conceptual understanding.

Scaled to 10,000 active students within the first month.

Transformation

Before Jeevix

  • ✗Direct AI cheating
  • ✗Frustrated teachers
  • ✗Static learning

After Jeevix

  • ✓Guided learning
  • ✓Actionable teacher insights
  • ✓Interactive study

"Jeevix nailed the AI personality. It doesn't just give answers, it genuinely teaches."

Client

Founder Placeholder

EdTech AI Placeholder

Placeholder Client

Frequently Asked Questions

Development timelines vary based on complexity, but most of our enterprise platforms are delivered within 3 to 6 months from discovery to deployment.

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