RTO Reduction Playbook

How Indian D2C brands cut Return-to-Origin losses

A 12-page operational playbook that explains how RTO actually accumulates losses across freight, reverse pickup, lost margin and inventory blockage — and the workflow changes that bring it down. Includes a self-assessment checklist and a sample AI RTO Shield risk rubric.

What's inside

• Why RTO is the silent margin killer in Indian ecommerce
• The seven hidden costs of a single RTO order
• Pre-dispatch risk scoring — what data points actually predict RTO
• Operational changes: address verification, OTP COD, prepaid discount, NDR follow-up
• ShipyBox AI RTO Shield — how the rubric works
• Self-assessment checklist (printable)

Audience: D2C founders, ops managers, finance leads