DoorDash optimizes complex deliveries up to 100x faster with FICO® Xpress Optimization

By Steve Sicherman | June 7, 2024

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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