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AI dispatch layer architecture for delivery and ride-sharing apps showing webhook event processing driver matching and real-time state management

From Webhook to Action: Building an AI Dispatch Layer for Delivery & Ride-Sharing Apps

The AI dispatch layer is the intelligence at the heart of any delivery or ride-sharing platform — the system that decides, in real time, which driver gets which job, how routes should be updated as conditions change, and how to balance competing demands across the entire operational fleet. Getting this layer right is what separates platforms that scale gracefully from…

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AI-Powered Route Optimization in Logistics: Best Practices

AI-Powered Route Optimization in Logistics: Best Practices

Getting goods from A to B sounds simple. Doing it across thousands of simultaneous shipments, with real-time traffic, driver constraints, vehicle capacity limits, time windows, and fuel costs all changing by the minute — that is one of the hardest optimisation problems in applied computing. Route optimization in logistics is the discipline that solves it, and AI has fundamentally changed…

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