Predictive hiring is based on the idea that past performance is the best predictor of future success. By analyzing data on past hires, as well as resumes, job applications, and social media profiles, organizations can identify patterns that indicate which candidates are most likely to excel in a given role. This can include factors like education, job experience, and personality traits.