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E-Commerce: How to Accelerate Feature Delivery Before High Season

· 9 min read
Artur Pan
CTO & Co-Founder at PanDev

In e-commerce, the calendar is your most demanding stakeholder. Black Friday, Cyber Monday, holiday seasons, summer sales — these dates don't move. If your new checkout flow, recommendation engine, or payment integration isn't ready by the freeze date, it waits until next year. According to the Salesforce Holiday Shopping Report, online sales during the 2024 Cyber Week exceeded $300 billion globally — a single percentage point of downtime translates to billions in lost revenue across the industry.

Engineering metrics give you the visibility to spot delivery risks months in advance, not days before the deadline.