The term 'predictive maintenance' involves utilizing data analytics and machine learning to forecast when equipment or machinery is likely to fail. By analyzing historical performance and operational data, organizations can schedule maintenance activities proactively, thereby reducing downtime, minimizing repair costs, and extending the lifespan of assets.