What is predictive analytics? Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning.By identifying patterns in past behavior, business operations leaders can anticipate risks, optimize supply chains, and identify new market opportunities before they manifest.