Maintenance leaders are under constant pressure to reduce downtime, control costs, and improve asset reliability without increasing headcount. At the same time, technology vendors are pushing artificial intelligence as the next big leap in maintenance management. This has created a serious strategic question for plant heads, facility managers, and reliability engineers: should you invest in AI-driven maintenance, or continue with structured rule-based scheduling?

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