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AI Workflow AutomationIoTMobile Apps
AI Route Optimization for Last-Mile Delivery
Logistics•4 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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