E-Commerce & Quick Commerce: Cutting Return-to-Origin Through Order Confirmation

The Documented Problem

Return-to-origin - a shipped order that comes back without ever reaching the customer - is one of the most expensive, best-documented problems in cash-on-delivery e-commerce. Shipway’s FY25 ShipNotes logistics report, drawn from real shipment data, found an average RTO rate of roughly 26% on cash-on-delivery orders, against under 2% for prepaid orders. (Source: Shipway, ShipNotes FY25 report.) Separate industry analysis puts the broader range at 25-35% for COD orders in India specifically, compared to a global e-commerce benchmark closer to 8-12%. (Source: Shipmozo, 2026 industry guide.) Per-order losses from a failed delivery are typically estimated between ₹150 and ₹350 once forward shipping, reverse logistics, and repackaging are accounted for - a cost that scales directly with order volume and hits hardest during sale events when COD volume spikes. (Source: CallFox / Shipmozo industry analysis, 2026.)

The intervention with the most consistently documented impact is also the simplest: confirming the order and address by phone before it ships. Industry analysis of D2C brands running manual confirmation-calling programs found RTO rates dropping from a 25-30% baseline to roughly 12-18% - an 8-to-15 percentage point improvement - with the same analysis noting that consistency is the hard part: a manual calling team’s quality varies by agent, shift, and volume day. (Source: CallFox, 2026 industry analysis.)

The Anturon Approach

This is the one vertical where Anturon’s methodology runs in two directions from day one, not one. Orders that meet a business’s own risk criteria - cash-on-delivery, high value, new customer - trigger an automatic outbound confirmation call before dispatch, verifying the address and the customer’s intent. The same underlying agent also handles inbound “where is my order” and delivery-status calls, which industry research consistently shows as the highest-volume category of e-commerce support contact. Outbound confirmation calling is configured to local telemarketing rules from the outset - calling windows, consent handling, and do-not-call screening - because unlike a portal-lead callback, this is Anturon’s one use case where regulated outbound calling is a core, not a later-phase, capability.

What This Is Designed to Achieve