DoorDash
DoorDash optimizes complex deliveries up to 100x faster with FICO® Xpress Optimization
Case Study
Challenge: Increase the speed and complexity of solving delivery matching problems in order to improve delivery time and efficiency for each order.
Solution: FICO® Xpress Optimization
Results: Using FICO’s optimization solver on a mixed integer problem (MIP), DoorDash has improved solving time by 10–100x and can now assign multiple orders to each driver to create optimal efficiency.
With FICO® Xpress Optimization, DoorDash has achieved:
- 10–100x faster solving time
- Ability to solve bigger problems with more trade-offs
- Ability to deliver multiple orders at a time in more complicated routes
- Higher quality decisions by reducing edge effects
- Improved Dasher employee satisfaction with better matching
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