What does the art of dialogue mean? Dialogue means taking part in a conversation or discussion to resolve differences. Talking respectfully with others that you may not be in agreement with is becoming further and further out of reach in this era. In order to thrive in business, and in our society as a whole, we need to get back to honest respectful discussions, even when we disagree. We need to get back to dialogue.