Bakery Route Optimization
Transforming delivery logistics with AI route optimization and real-time tracking
2024
4 months
Industry 4.0 / Food & Logistics
Distribution Challenges
The bakery experienced significant issues with product distribution, including meeting delivery deadlines and the associated distribution costs.
Inconsistent delivery times affecting store partner satisfaction
High fuel and operational costs due to inefficient routes
Lack of visibility into driver locations and performance
Manual route planning unable to adapt to daily changes
Intelligent Route Optimization
We implemented a comprehensive solution combining GPS tracking, data analytics, and genetic algorithms to find optimal delivery routes for each driver.
GPS Vehicle Tracking
Real-time tracking of all delivery vehicles with location updates and route monitoring.
Route Data Collection
Collection and analysis of driver routes and average stop times over specific periods to identify optimization opportunities.
Genetic Algorithm Optimization
Implementation of advanced genetic algorithms to calculate the most efficient delivery routes considering multiple constraints.
Mobile Driver Application
Custom mobile app providing personalized routes, navigation, and delivery confirmations for each driver.
Transformed Delivery Operations
Deliveries now have a personalized approach facilitating better delivery timing, resulting in reduced driver stress and significant cost savings for the company.
Cost reduction
On-time deliveries
Fuel savings
Route efficiency gain
“The route optimization system transformed our delivery operations. Our drivers are less stressed, store partners are happier, and we are saving significantly on fuel costs.”
Operations Manager
Regional Bakery
