How does OTC trading work?

Could you please explain how OTC trading, or Over-The-Counter trading, functions in the cryptocurrency and finance industry? I'm particularly interested in understanding the process by which buyers and sellers directly negotiate and execute trades without the use of a centralized exchange. Are there any advantages or disadvantages to this method of trading? And how does the process of finding a counterparty and settling the trade differ from traditional exchange-based trading?