25% Cost Savings with AI Route Optimization
LogisticsAI & ML SolutionsCloud & DevOps
FleetWise Logistics
Key Outcome
25% savings
The Challenge
FleetWise managed a fleet of 500+ delivery vehicles across three states. Routes were planned manually by dispatchers, leading to inefficient paths, excessive fuel consumption, and missed delivery windows. Real-time traffic and weather conditions weren't factored into planning.
The Solution
We built a custom AI route optimization engine that processes real-time traffic, weather, delivery windows, and vehicle capacity constraints. The system generates optimized routes for the entire fleet in under 30 seconds and continuously re-optimizes as conditions change throughout the day.
Results
25% reduction in fuel costs ($2.1M annual savings)
18% improvement in on-time delivery rates
Route planning time reduced from 2 hours to 30 seconds
12% increase in daily deliveries per vehicle
Tech Stack
PythonPyTorchFastAPIPostgreSQLAWSRedis
Have a similar challenge?
Let's discuss how we can deliver results like these for your business.