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ReturnShield

Intelligent Returns Decision Engine

ML · SHAP · CatBoost

Order Parameters

Pre-filled demo

Scenario

Customer

Account Age (days)

Return Rate (%)

Total Orders

Avg Order Value ($)

Product

Category

Price ($)

Rating (1–5)

Hist. Return Rate (%)

Order

Discount (%)

Delivery Delay (days)

Payment Method

Shipping

Gift Purchase

Risk Analysis

Awaiting analysis

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Select a scenario and click Analyze Return Risk