Building roads on steep slopes and difficult terrain is a necessary yet often challenging endeavor in the natural resource industry. The magnitude of earthworks required for forest road construction on steep slopes can require substantial time and cost. The traditional role of planners is to create a road design in road engineering software, and then manually change and optimize its layout to minimize end haul volumes, excavation, and borrow and spoil pit creation.