Predictive analytics in HR leverages data and AI to enhance decision-making, identifying at-risk employees and optimizing retention strategies. By analyzing patterns from historical data, companies can proactively develop tailored solutions, significantly reducing turnover and fostering a stable, satisfied workforce.