Automation & Operations
Logistics
Visibility
Automation
Logistics scraping workflow that turned fragmented partner status updates into clearer customer communication triggers.
Changed
Improved status visibility and supported more timely customer communication.
Took away
Customer communication improves when operational visibility improves first.
Tools / frame
Context
Customer communication depends on operational visibility across logistics partners.
Problem
When order status updates are delayed or fragmented, customers receive less timely communication.
Contribution
Scraped logistics partner sites for real-time order status updates and connected those updates to automated user notifications.
Tools used
Impact / learning
Improved status visibility and supported more timely customer communication.
Customer communication improves when operational visibility improves first.
Future direction
Document the workflow as a customer-experience operations case.