Predictive Maintenance Platforms

Deploying and managing IoT sensor networks and AI analytics that predict equipment failures before they occur.

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Why It Matters

Predictive maintenance reduces unplanned downtime by up to 50%. Technicians who configure sensors, interpret AI predictions, and prioritize maintenance actions maximize equipment uptime and lifespan.

How to Get Started

Learn platforms like IBM Maximo, Azure IoT, or Uptake, then study vibration analysis fundamentals and earn the ISO 18436 vibration analyst certification for hands-on predictive maintenance skills.

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