Current progress and boundaries
Route optimization and demand forecasting are widely used in logistics, but real traffic events and last-mile delivery conditions often exceed static plans.
Why it remains difficult
Address quality, parking, temporary road closures, and customer communication all affect outcomes. Pursuing efficiency alone can shift pressure onto drivers or underserved areas.
Paths worth exploring
Show dispatchers why plans were changed and who is affected. Compare options in a limited area first, including rest periods, safety, and service commitments as constraints.
How to evaluate success
In addition to on-time rates and mileage, monitor driver hours, failed deliveries, coverage of remote areas, and the burden of last-minute reassignment.