Predictive Maintenance

Using AI and sensor data to predict when equipment will fail, allowing maintenance to be scheduled before breakdown. Replaces reactive (fix when broken) or preventive (scheduled) maintenance with data-driven prediction.

Why it matters

Unplanned downtime is 5-10x more expensive than planned maintenance. Predictive maintenance reduces downtime by 50%+ and avoids premature component replacement, extending equipment life.

Cite this definition

Finocchiaro, Michael. “Predictive Maintenance.” DemystifyingPLM PLM Glossary, 2026, https://www.demystifyingplm.com/glossary/predictive-maintenance