The opposite of flying solo. This occurs whenever beginning a venture involving multiple parties that need to be pleased, whether in the context of relationships, business dealings, or what have you.
Tom: I heard you and Susie decided to start seeing other people.
Jesus: Yeah, we're pretty much flying multiple.