Cash on Delivery (COD) Return-to-Origin (RTO) Mitigation Playbook
A planning playbook for measuring and addressing Cash on Delivery return-to-origin risk. It does not claim a measured reduction or production-tested flows.
Problem it addresses
Build an open-source COD Return-to-Origin (RTO) mitigation toolkit for MENA: 1) operational playbook (Pre-Purchase Friction, WhatsApp 1-Click Confirmation, Prepaid Incentive Surcharges, Courier SLA Tracking, Blacklist Governance), 2) WhatsApp automated confirmation message templates (Arabic and English), 3) Python risk scoring script (rto_risk_scorer.py), 4) Courier handover reconciliation sheet.
Who it is for
BOTH operating in high-growth e-commerce, digital publishing, and direct-response marketing across Saudi Arabia, UAE, and Egypt.
What is inside
Key files listed in the README repository architecture:
examples/riyadh-fashion-rto-case.mdLICENSEmodels/cod-unit-economics-calculator.xlsxplaybooks/cod-otp-verification-sop.mdplaybooks/rto-mitigation-master-playbook.mdREADME.mdscripts/rto_risk_scorer.pysrc/rto_risk_scorer.pytemplates/courier-sla-scorecard.mdtemplates/whatsapp-confirmation-flows.mdtests/test_rto.pytests/test_scorer.py
How to evaluate and use it
- Read the README first and confirm that the documented problem matches your use case.
- Inspect the listed files to find the data, tools, templates, and tests relevant to your task.
- Follow the repository’s Quick Start and check prerequisites before running commands.
- Compare outputs with documented examples and review limitations before using them in a decision or client workflow.
Quick Start from the README: python -m unittest discover -s tests · python src/rto_risk_scorer.py --help
Scope and limitations
- Multi-Pillar Risk Scoring: Calculates RTO probability based on address completeness, previous order refusal history, and city delivery performance.
- Pre-Purchase Friction Rules: Offers optional confirmation and incentive ideas to evaluate against customer experience, local rules, and account data.
- Courier SLA Handover Tracking: Tracks last-mile courier attempts, requiring automated WhatsApp intervention upon the first failed delivery attempt.
This page summarizes the available documentation; it does not establish performance or business results. Verify data and prerequisites before use.