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AI Route Optimization for Last-Mile Delivery
AI Workflow AutomationIoTMobile Apps

AI Route Optimization for Last-Mile Delivery

Logistics4 months

The Challenge

The logistics company was struggling with inefficient delivery routes, leading to high fuel costs, missed delivery windows, and driver overtime. Manual route planning could not account for real-time traffic, weather, and delivery priority changes.

The Solution

We built an AI-powered route optimization engine that dynamically adjusts delivery routes based on real-time conditions. The system integrates with IoT sensors on vehicles, weather APIs, and traffic data to continuously optimize routes. Drivers receive updated routes via a mobile app with turn-by-turn navigation.

Technology Stack

OR-ToolsGoogle Maps APIReact NativeNode.jsMongoDBMQTTAWS IoT CoreRedis

Results

Fuel Costs Reduced

32%

On-Time Deliveries

96%

Driver Overtime Reduced

45%

Deliveries Per Route

+18%

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