Predictive Maintenance has a rare-failure problem Automotive downtime now costs $2.3m an hour, yet fewer breakdowns mean less data to learn from. The plants getting Predictive Maintenance right are pooling knowledge, prioritising critical assets and earning the trust of the technicians who act on alerts. Ilkhan Ozsevim