Predictive analytics uses machine learning algorithms to analyze historical data and make future predictions. In the context of DevOps, this can be incredibly beneficial for forecasting system behavior, identifying potential bottlenecks, and even predicting system failures. By doing so, it allows teams to take preemptive action to resolve issues before they become critical. This proactive approach ensures smoother deployments and minimizes downtime, thereby enhancing the overall system reliability and user experience.