Stop RTO fraud before dispatch.
A Cash-on-Delivery risk engine and order verification workflow for Indian direct-to-consumer brands.
- Contribution
- Risk decision rules, verification queue & merchant dashboard
- Project
- Studio project
- Disciplines
- fraud scoring / COD verification / merchant ops
Inspect a flagged order. Simulate verification or cancellation.
Interactive reconstruction · sample data
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How this works ＋
Score incoming orders against historical address validity and buyer patterns, holding suspicious shipments for automated verification.
The boundary. Demonstration uses synthetic order fixtures. Live courier NDR and logistics APIs remain disconnected.
The problem worth solving.
Return-to-Origin (RTO) shipping fees kill Indian e-commerce margins when fake or impulsive COD orders are dispatched blindly.
A considered approach.
Score incoming orders against historical address validity and buyer patterns, holding suspicious shipments for automated verification.
Demonstration uses synthetic order fixtures. Live courier NDR and logistics APIs remain disconnected.
Let’s make it work.
And make it feel right.
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