The difference in predictive maintenance vs preventive maintenance is timing. Preventive maintenance follows a fixed schedule, servicing equipment at set intervals whether it needs it or not. Predictive maintenance uses sensor data and AI to service equipment only when signs of failure appear. In 2026, predictive wins on cost and uptime because it prevents surprise breakdowns without over-servicing healthy assets.