The PAC-3 missile—normally the backbone of the land-based Patriot anti-air defense system—could soon be integrated onto US Navy ships to help them intercept aerial threats.

The U.S.’s land and sea warfare services may be fierce rivals on the football field, but when it comes to munitions, they increasingly resemble a couple showing up to work wearing each other’s clothes ...