Rather than approaching the subject from a scholastic viewpoint, I looked into the meanings we confer the terms in every day business talk which would reflect more closely out concerns.
Complexity, is the Latin denoting “entwined”, “twisted together”.
Linguistically, Chaos comes from Greek. It means chasm or void.
According to Oxford dictionary,