Augury

Predictive maintenance delivers measurable, documented gains for industrial manufacturers, ranging from greater uptime, decreased maintenance costs, and longer equipment lifespans. This guide covers a wide range of these benefits, which manufacturing asse

Overall Equipment Effectiveness (OEE) and Overall Line Efficiency (OLE) are two of the most important efficiency metrics in manufacturing. OEE measures how well an individual asset is running across three factors: availability, performance, and quality. O

When an experienced operator retires, decades of judgment about how the machines behave goes with them. The OKF Industrial Profile, Augury's open-source profile of Google Cloud's Open Knowledge Format, gives that knowledge a structure: plain files a relia

AI gives your team real-time process optimization by connecting data across your IT/OT data sources (e.g., historian, MES, ERP, and CMMS systems) as data is generated. An AI agent removes the friction of navigating siloed systems for improvement opportuni

TL;DR: Role-based AI agents give manufacturing teams a faster path from signal to action. Today's manufacturers face an influx of data yet often suffer from decision latency, the time and context it takes an organization to move from insight to action. Ro

Your line went down four times last shift. Each time, the immediate priority is the same: find the problem and get production moving again. Recording what happened comes second, so some details arrive late, and some never arrive at all. A month later, the

When a critical motor or pump starts to fail, you rarely get a clean warning. You get a bearing fault that was building for weeks, a line that stops mid-shift, and a maintenance team that spends the next two days catching up instead of getting ahead. Mach

A vibration monitoring system (VMS) uses sensors to continuously track the vibration patterns of industrial machinery to help maintenance and reliability teams catch mechanical wear before failures arise. By analyzing vibration alongside other machine sig

Key Takeaways Hazardous area classification (NEC Class/Division in North America, IEC/ATEX Zone elsewhere) determines which equipment, including monitoring sensors, is legally permitted to operate in locations where an explosive atmosphere may exist. Manu

Condition-based monitoring is the most effective approach to machine maintenance. A reactive maintenance approach only comes in after something has already gone wrong. However, a preventive approach happens at pre-scheduled intervals with condition-based