Predictive testing involves using statistical and machine learning techniques to anticipate the likelihood of future events or behaviors based on historical data. It is widely used in various fields such as healthcare, finance, and technology to enhance decision-making and improve outcomes by identifying potential risks or opportunities before they occur.