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Most maintenance programs schedule a conveyor motor and a main gas turbine on similar preventive logic, despite the wildly different cost of losing each one. Prescriptive maintenance solutions apply differently across that spectrum, directing tighter monitoring and faster escalation toward assets where failure is actually catastrophic, not just inconvenient. This one looks at why AI-driven prescriptive maintenance protects critical equipment by knowing which few assets can't afford to be missed.

How Predictive Maintenance Supports Industry 4.0 Goals Industry 4.0 gets defined a dozen different ways, but strip away the buzzwords and it comes down to systems finally talking to each other. Predictive maintenance sits at that exact intersection, forcing the cross-system integration Industry 4.0 promises but rarely delivers on its own. A look at why predictive maintenance solutions often prove whether Industry 4.0 is actually happening, or just being talked about.