AI predictive maintenance uses artificial intelligence to detect equipment problems before they cause failures. Augury’s Machine Health solutions do exactly that, using IoT sensors that capture vibration, temperature, and magnetic data to provide real-time visibility into the condition, performance, and reliability of your industrial equipment.

By applying artificial intelligence (AI) and advanced analytics to collected data, Machine Health proactively detects anomalies and faults before failures occur, allowing your teams to see, understand, and fix problems before they escalate. By knowing exactly when and where maintenance is needed, you can prevent downtime and keep production running.

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Preventive maintenance runs on a schedule. That approach reduces some failures, but it also means servicing machines that don’t need it yet and missing failures that develop between service windows.
AI predictive maintenance works from actual equipment condition. Machine Health solutions continuously monitor your assets and surface issues based on what the data shows, not what the calendar says. Your teams intervene when intervention is needed, with clear guidance on what to do and why.

The result is fewer unnecessary work orders, fewer surprise failures, and maintenance resources directed where they’ll have the most impact.

AI predictive maintenance benefits process-intensive industries where unplanned asset failure can halt entire production lines, causing financial losses, quality issues, and safety risks.
Here are the primary industries that benefit from Machine Health solutions:

Food and Beverage
Production uptime during peak seasons, food safety compliance, and waste reduction through improved process stability

Chemicals
Process safety in hazardous environments, yield optimization, and emissions reduction

Pulp and Paper
Web break prevention on high-speed lines, energy efficiency, and quality consistency across global sites

Pharmaceuticals
Batch integrity, stringent quality control, and downtime avoidance for critical packaging and production equipment

Building Materials and Cement
Operational stability for heavy assets like kilns and crushers, asset life extension, and productivity gains

Mining and Metals
Equipment availability in extreme conditions, cost optimization, and throughput increases

Consumer Packaged Goods
Line reliability across high-volume operations, consistent product quality, and reduced losses from unplanned disruptions

Oil and Gas
Asset reliability in hazardous and high-stakes environments, unplanned shutdown prevention, and maintenance cost reduction across complex mid and downstream operations.

Yes. Machine Health solutions are built to cover your full asset population, not just your most critical equipment. Whether you’re monitoring mission-critical rotating assets, equipment in hazardous or explosive atmospheres, ultra-low RPM machinery such as large gearboxes and kilns, or balance-of-plant supporting equipment, there’s a Machine Health solution designed for your environment.

That breadth of coverage means fewer blind spots, better prioritization, and a single platform your teams can rely on across your entire operation.