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AI‑Driven Predictive Maintenance: Data‑Backed ROI for Mid‑Size Manufacturers
Introduction 2024 benchmark: An unplanned outage now averages $45,000 per hour for a plant producing 150 K units, according to the latest AI Orchestration Report. AI-driven predictive maintenance can close that cost gap, delivering measurable reductions in lost production, spare-part inventory, and labor overhead. Industry surveys from the 2023