Smart Route Optimization for Last-Mile Delivery

Overview

Problem

Static routing and late traffic changes caused missed delivery windows and high operating costs.

Solution

• Built dynamic route generation using traffic, stop density, and service-time estimates
• Added live re-optimization for disruptions and failed attempts
• Exposed planner controls for business constraints and priorities

Outcome

• 16% reduction in cost per route
• 13% increase in on-time delivery
• 20% reduction in dispatcher intervention

“Dispatching shifted from firefighting to predictive planning.”