Defining Predictive Analytics vs. Traditional Reporting
Traditional reporting looks at the rearview mirror. It tells you how many units you sold last quarter or what your churn rate was last month. While valuable, it is reactive. Predictive Analytics uses historical data, machine learning, and statistical modeling to look through the windshield. It identifies patterns that signal future behavior, allowing businesses to pivot from observation to anticipation.