Reduce COD ReturnsBefore You Ship.
We analyze every Cash on Delivery order in real time — predicting return risk, flagging suspicious buyers, and helping you ship only verified orders to reduce RTO and protect revenue at any scale.
The Problem
COD Fraud Is Silently
Killing Your Margins
Pakistani eCommerce loses billions annually to COD fraud. The damage compounds every day without a system to stop it.
Pakistani eCommerce loses Rs. 15 Billion+ annually to COD fraud
Fake Orders, Zero Intent to Pay
Fraudsters place bulk COD orders with no intention of accepting — your riders waste trips, your stock is tied up, and your margins shrink every day.
30–40% RTO Rates Destroying Margins
Return-to-origin costs compound fast — shipping both ways, restocking fees, and cash flow delays are quietly killing your profitability.
Manual Verification Doesn't Scale
Your team calls customers one by one to verify orders — this burns hours daily, still misses sophisticated fraudsters, and creates customer friction.
Repeat Fraudsters Go Undetected
The same phone numbers and addresses place fraudulent orders repeatedly across stores. No system connects the dots — until now.
Simple Process
How COD Shield Works
From store connection to automated fraud blocking — the entire process runs in the background so your team can focus on growth.
Connect Your Store
Install the Shopify app or add the WooCommerce webhook. Full integration in under 5 minutes. No code required.
AI Analyzes Every Order
40+ fraud signals evaluated instantly — phone history, address risk, order patterns, behavioral velocity, and seasonal factors.
Ship with Confidence
High-risk orders are automatically blocked or flagged for review. Legitimate orders flow through instantly. Your team only handles edge cases.
AI Intelligence
Built on Self-Learning
Fraud Intelligence
COD Shield doesn't use static rules. The ML engine continuously learns from real delivery outcomes — becoming more accurate with every order your store processes.
Behavioral Pattern Analysis
Tracks order velocity, time-of-day patterns, and device fingerprints to identify coordinated fraud.
Return History Profiling
Every phone number and address builds a fraud score over time. Repeat offenders are caught on first contact.
Address & City Risk Scoring
Real-time risk scores for cities, areas, and specific addresses based on historical return data.
Seasonal Fraud Detection
Model adapts to Eid, 11.11, Black Friday — when fraud surges highest in Pakistani eCommerce.
Self-Learning Model
Every scan of a returned parcel retrains the model. Accuracy improves continuously with your own data.
Platform Features
Everything You Need to Stop Fraud
A complete fraud prevention stack — not just a rule engine. Intelligence, automation, and insights built for high-volume COD operations.
Real-Time Risk Scoring
Every COD order scored in under 2 seconds using 40+ fraud signals. Block high-risk orders automatically — before they ship.
Blacklist & Watchlist
Permanently block repeat fraudsters by phone, email, or address. One blocked number protects all your stores instantly.
Return Pattern Detection
Scan returned parcels with any barcode scanner to record RTO outcomes. Every return makes the AI smarter for your next orders.
Instant Platform Integration
Connect Shopify or WooCommerce in under 5 minutes — no code, no developer. Manage multiple stores under one dashboard with full data isolation.
Real-Time Analytics
Revenue protected, RTO trends, fraud signal breakdown, and city risk map — all in one dashboard. Export reports in one click.
Self-Learning AI Model
XGBoost + LightGBM ensemble retrains automatically on your real delivery outcomes. Gets more accurate every month with your own data.
Enterprise Security
Built for Enterprise Trust
Security is not a feature — it is the foundation. Every layer of COD Shield is designed with data protection and reliability as first principles.
AES-256-GCM Token Encryption
All API credentials and access tokens are encrypted at rest. No plaintext secrets stored in the database.
Signed Webhook Verification
Every incoming webhook is verified via HMAC-SHA256 signature. Forged or tampered payloads are rejected with 401.
Complete Tenant Isolation
Every query is scoped by tenant_id at the database level. Architectural guarantee — no data leakage between clients.
Queue-Based Processing
All scoring runs through BullMQ with persistent job state. Orders are never lost — even if infrastructure fails temporarily.
99.9% Uptime Architecture
Deployed on Railway with auto-restart, health probes, and liveness checks. Circuit breaker prevents ML failures from cascading.
Horizontal Scalability
Stateless API workers + Redis queue enable horizontal scaling. Handles 1000+ orders per minute without degradation.
Proven Results
Numbers That Matter
Fraud Detection Accuracy
Average RTO Reduction
Risk Scoring Time
Fraud Signals Analyzed
Integrations
Works With Your Existing Stack
Connect the platforms you already use. No rebuilding. No switching. COD Shield plugs into your current workflow in minutes.
eCommerce Platforms
Courier Compatible
Custom platform? Use our REST API and webhook system to integrate any eCommerce backend.
First 50 Stores
Get Free Access
Be among the first Pakistani eCommerce brands to deploy AI fraud detection. Full platform access, no credit card, no commitment.
Claim Your Free Spot43 of 50 spots claimed
Ready to Stop Losing
Money to Fraud?
Protect your margins before your next big sale. Join Pakistani eCommerce brands using AI to block fraud at scale.
No credit card required. First 50 stores get free access.