Stop Buying Bricks.

"Instant Refunds" are a playground for fraudsters.
The Returns Agent analyzes the physical evidence before it releases your cash.

Executive Summary: Key Takeaways

✓ Automated Weight Verification: Queries Carrier API to verify return package weight matches outbound specifications, automatically pausing refunds for significant variances.
✓ Serial Number Authentication: Utilizes OCR on warehouse photo scans to match device serial numbers against original sales orders, stopping wardrobing.
✓ Dynamic Watchlists: Cross-references user return history and claims ratio to build real-time risk scores, allowing instant refunds for low-risk VIPs.

The "Empty Box" Scam

A customer buys a $2,000 laptop. They request a return. They ship back a box containing a carefully weighed brick.

The Carrier scans the label. Your system thinks: *"Item received. Customer happy."*

You trigger the $2,000 refund instantly.

Three days later, your warehouse team opens the box. The money is gone. The laptop is gone. You have just been robbed by your own efficiency.

The Forensic Receiver

C4Context title System Context: Returns Agent Person(fraud, "Bad Actor", "Returns a brick.") Enterprise_Boundary(b0, "Runink Returns") { System(agent, "Returns Agent", "The Gatekeeper.") System_Ext(carrier, "Carrier API", "Weight: 4.2 lbs") System_Ext(wms, "Warehouse Cam", "Visual Verification") System_Boundary(b1, "Finance") { System_Ext(gateway, "Payment Gateway", "Refund Trigger") } } Rel(fraud, carrier, "Drops off Package") Rel(carrier, agent, "Signal: 'In Transit'") Rel(agent, carrier, "Check: Weight Variance > 5%?") Rel(agent, wms, "Check: Serial Number Match?") Rel(agent, gateway, "BLOCK REFUND: Fraud Detected")

It flags the anomaly before the refund is triggered.

How It Wins: Validating Reality

The Agent sits between the Carrier Scan and the Refund Trigger.

1. The Weight Check
It knows the outbound shipment was exactly 4.2 lbs. It queries the **Carrier API** for the return shipment weight. If it reads 4.8 lbs (or 0.5 lbs), it freezes the process. Bricks rarely weigh the exact same amount as a laptop.

2. The Serial Audit
For high-value items, it demands a photo scan at the warehouse. It uses **OCR** to match the Serial Number on the device against the original Sales Order. This stops "Wardrobing" and swapping new units for broken ones.

3. The Watchlist
It cross-references the customer's history. Is this their 5th return this month? Do they have a high "Claims Ratio"? It builds a risk score for every user, allowing instant refunds for VIPs while blocking habitual abusers.

Too much legitimate stock coming back? Use the Procurement Agent to adjust your buying forecasts.

Protect Your Refund Button

Frequently Asked Questions

Automated weight verification prevents return fraud by querying Carrier APIs to ensure the weight of the returned package matches the outbound shipment’s exact weight. Any significant variance (e.g., returning a brick instead of a laptop) automatically freezes the instant refund process.

Serial number authentication uses Optical Character Recognition (OCR) on warehouse photo scans to match a returned device’s serial number against the original sales order, preventing fraudsters from swapping new units for older or broken ones (wardrobing).

Dynamic watchlists cross-reference a customer’s return history to build a real-time risk score. This enables businesses to provide frictionless instant refunds to low-risk VIP customers while automatically blocking or delaying refunds for users with high claims ratios.