Most Americans associate innovation with new technologies. But modernization is equally important in the industries that move goods, power factories, and connect markets. An economy cannot remain dynamic if its infrastructure is trapped in the past.

That reality is at the center of a consequential decision now facing federal regulators: whether to approve the nation’s first transcontinental freight railroad.