At a shipyard in Bayou Sauvage, more than 600 workers are building the next generation of hovercrafts for the U.S. military.

They were once hailed as the future of transport—machines that could glide over land, sea, and even ice. From secret military experiments to passenger ferries racing across the English Channel, ...