The word "出马" is formed by combining the character "出", meaning "to go out", with "马", meaning "horse", directly denoting the literal action of riding out on horseback. Historically, this referred to a general or leader mounting a horse to lead troops into battle, and through metaphorical adaptation, it has come to signify an expert or authoritative figure stepping in to personally handle a situation.