Pilot institutions: Atlanta Technical College (ATC) · Georgia Southern University (GSU)
STEM-ED-AI is a full-stack enterprise EdTech SaaS platform built to improve student retention, streamline curriculum governance, and deliver AI-powered learning at scale. It is designed to look and feel like a $50M-funded product — because the students and educators using it deserve nothing less.
Built with Next.js 16 App Router, TypeScript strict mode, Tailwind CSS v4, and a suite of 10 specialized AI agents, STEM-ED-AI covers everything from student gamification to federal GovCon compliance.
| Student Dashboard | AI Tutor | Admin Reports |
|---|---|---|
 |
 |
 |
| Role | Key Features |
|---|---|
| 🎓 Student | Courses, AI Tutor, timed quizzes, badges/credentials, NABA mentor matching |
| 👩🏫 Teacher | Gradebook, attendance, file management, AI lesson generator |
| 🏫 Admin | Student directory, faculty PD tracker, reports, multi-tenant management |
| 🏛️ District Leader | SKORA retention analytics, school comparison, GovCon pipeline |
| 📋 Curriculum Committee | Proposal workflow, eCatalog, AI curriculum assistant |
| 🌐 GovCon | SAM.gov mock, RFP pipeline, compliance tracking |
| 🔒 IT / Cyber | NIST RMF score, FERPA compliance, audit log |
| 👨👩👧 Parent | Child overview, teacher messaging, fee status |
| Agent | Role | Boundary |
|---|---|---|
| Tutor Agent | Personalized 1:1 learning | Never grades work |
| Teacher Assistant | Reduce teacher workload | Never makes final grade decisions |
| Curriculum Architect | Standards-aligned curriculum | Never personalizes to individuals |
| Assessment Builder | Generate & score assessments | Never determines final grades |
| District Analyst | Executive KPI intelligence | Read-only, no actions |
| GovCon Intel | Federal RFP tracking | Never submits proposals |
| RAG Knowledge | Institutional memory retrieval | Retrieval only |
| Workflow Orchestrator | Cross-system orchestration | Executes defined logic only |
| Reporting Engine | Compliance report generation | Summarizes only |
| Compliance Guard | FERPA, CMMC, 508 monitoring | Flags only, never auto-remediates |
- ⚡ Cmd+K Command Palette — Linear-style global search
- 🔔 Smart Notification Center — Real-time slide-out drawer
- 🎮 Gamification — XP, levels, streaks, badges, leaderboard
- 📅 Unified Calendar — Month/Week/Agenda views, Google & Outlook sync
- 📱 Mobile PWA — Bottom tab navigation, swipe gestures, offline support
- 🧩 Custom Dashboard Builder — Drag-and-drop widget layout
- 🔐 Security — 2FA (TOTP), SAML SSO (Okta/Azure AD), session management, IP allowlist
- 🏢 Multi-Tenancy — FERPA-isolated per institution via Supabase RLS
- 🔌 Integrations Hub — Banner SIS, Canvas, Google Workspace, webhooks
- 📊 Advanced Reports — Compliance builder, PDF export, saved reports
| Layer | Technology |
|---|---|
| Framework | Next.js 16 (App Router) + TypeScript strict |
| Styling | Tailwind CSS v4 + shadcn/ui (New York) |
| Animation | Framer Motion 12 |
| State | Zustand 5 + TanStack Query v5 |
| Forms | React Hook Form + Zod |
| Charts | Recharts |
| Auth | Supabase Auth (Google SSO + email + SAML) |
| Database | Supabase (PostgreSQL + Row Level Security) |
| Storage | Supabase Storage |
| AI / LLM | Groq API (Llama 3.1) + Ollama fallback |
| Vector DB | Qdrant |
| Deployment | Vercel (frontend) + Railway (backend) |
| Icons | Lucide React |
- Node.js 20+
- npm or pnpm
# Clone the repository
git clone https://github.com/peddapudisiva/stem-ed-ai.git
cd stem-ed-ai
# Install dependencies
npm install
# Copy environment variables
cp .env.example .env.local
# Start the development server
npm run devOpen http://localhost:3000 in your browser.
# Supabase
NEXT_PUBLIC_SUPABASE_URL=your_supabase_url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key
SUPABASE_SERVICE_ROLE_KEY=your_service_role_key
# AI
GROQ_API_KEY=your_groq_api_key
# Auth
NEXTAUTH_SECRET=your_nextauth_secret
NEXTAUTH_URL=http://localhost:3000stem-ed-ai/
├── app/
│ ├── (auth)/ # Login, signup
│ ├── dashboard/ # All 8 role dashboards
│ ├── settings/ # Profile, security, billing, etc.
│ ├── calendar/ # Unified calendar
│ ├── messages/ # Messaging system
│ ├── assistant/ # Multi-agent AI workspace
│ └── help/ # Help center
├── components/
│ ├── layout/ # AppShell, Sidebar, Topbar
│ ├── dashboard/ # Reusable dashboard widgets
│ └── ui/ # shadcn/ui + custom components
├── lib/
│ ├── demo-data.ts # All seed data
│ └── copy.ts # UI string constants
└── public/ # Assets, PWA icons, manifest
- 🔒 FERPA — Student data never crosses institutional boundaries (Supabase RLS)
- 🔐 Encryption — AES-256 at rest, TLS in transit
- 🛡️ 2FA — TOTP-based two-factor authentication
- 🏢 SAML SSO — Okta, Azure AD, Google Workspace
- 📋 Audit Log — Every agent action and admin operation logged
- 🚫 No hardcoded secrets — All credentials via environment variables
- FastAPI backend with Groq LLM integration
- Live Supabase auth + RLS policies
- Stripe billing integration
- Real-time messaging via Supabase Realtime
- Qdrant vector search for RAG
- IPEDS & SACSCOC report exports
- Mobile app (React Native)
Contributions are welcome! Please read the Contributing Guide first.
# Create a feature branch
git checkout -b feature/amazing-feature
# Commit your changes
git commit -m "Add amazing feature"
# Push and open a PR
git push origin feature/amazing-featureDistributed under the MIT License. See LICENSE for more information.
SERA Neural Labs
- Email: support@seratrust.org
- GitHub: @peddapudisiva
Built with ❤️ for students, educators, and institutions that deserve better tools.
SERA Neural Labs · FERPA Compliant · SOC 2 Type II In Progress