Call Me Mister was filmed in Technicolor, and starred Betty Grable and Dan Dailey and co-starred Danny Thomas with supporting players Dale Robertson, Benay Venuta, and Richard Boone.

They are treated to a show organized by Sergeant Shep Dooley (played by Dan Dailey) and his former wife, the talented entertainer Kay Hudson (portrayed by Betty Grable).

As the soldiers enjoy the show, Kay and Shep's on-stage chemistry begins to rekindle old feelings, adding a layer of romantic tension to the story.

Screen version of the Broadway musical Call Me Mister was one of Grable's final "successful" films as her box-office power was beginning to diminish.

The finale is a production number of "Love Is Back in Business" staged by Busby Berkeley, ending with four leading players on a precarious, high-rising disc surrounded by water fountains.