Predict. Explain. Decide.
PayShield AI is an explainable payment-risk intelligence platform designed to help merchants identify potentially fraudulent transactions before they become financial losses.
Instead of treating fraud detection as a simple YES/NO decision, PayShield AI combines transaction and behavioral signals to generate a risk score, explain the reasons behind that score, recommend an action, and maintain an audit trail.
🔗 Live Application:
https://payshield-ai-risk-in-0xt3.bolt.host/
The current deployment is a hackathon prototype using demonstration data and a transparent prototype risk engine.
Digital payments are growing rapidly, but merchants face two major risks:
Fraudulent transactions can result in:
- Direct financial losses
- Chargebacks and disputes
- Operational investigation costs
- Customer trust issues
Over-aggressive fraud prevention can incorrectly block legitimate customers, resulting in:
- False positives
- Failed payments
- Lost conversions
- Poor customer experience
Therefore, merchants need more than a simple fraud prediction.
They need to know:
How risky is this transaction? Why is it risky? What should we do about it?
PayShield AI provides an explainable risk-analysis workflow:
Transaction
↓
Feature & Signal Analysis
↓
Risk Score
↓
Explainable Risk Factors
↓
Recommended Decision
↓
Audit Trail