SimGuard: Real-time SIM Swap Fraud Prevention for Mobile Money PROBLEM Over $500 million is lost annually across Africa due to SIM swap fraud. Current detection takes hours or days. Mobile money agents unknowingly process fraudulent transactions.
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# 🛡️ SimGuard - Real-time SIM Swap Fraud Prevention
## 📌 Overview
**SimGuard** is an API-powered fraud detection system that prevents SIM swap fraud in real-time for mobile money transactions. It integrates **3 CAMARA APIs** (SIM Swap, Device Swap, Number Verification) with an **Agentic AI engine** (Claude) to automatically block or approve transactions in under 2 seconds.
### The Problem
Over **$500 million** is lost annually across Africa due to SIM swap fraud. Current detection takes hours or days - by then, the money is gone. Mobile money agents unknowingly process fraudulent transactions with no real-time fraud intelligence.
### The Solution
SimGuard provides instant fraud detection before money leaves the victim's account, empowering agents with AI-driven decisions.
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## 🚀 Features
| Feature | Description |
|---------|-------------|
| 🔍 **Real-time SIM Swap Detection** | Checks SIM swap status within 24h/7d via CAMARA API |
| 📱 **Device Swap Check** | Detects recent device changes (10-day history) |
| ✅ **Number Verification** | Validates phone number ownership via OAuth2 |
| 🤖 **Agentic AI Engine** | Claude-powered autonomous decisions with explanations |
| 👨💼 **Agent Portal** | React-based interface for mobile money workers |
| 📊 **Live Dashboard** | Real-time fraud statistics and alerts |
| ⚡ **Su …