Articles tagged as unplanned downtime

Beyond the Alert: The Best Industrial AI Use Cases for Predictive Maintenance
· Artificial Intelligence & ML

Beyond the Alert: The Best Industrial AI Use Cases for Predictive Maintenance

The industrial manufacturing sector is operating in an era of persistent volatility. To maintain global competitiveness,organizations are increasingly turning to the Artificial Intelligence of Things (AIoT). According to recent research from IDC: “71% use AIoT for predictive maintenance. Predictive maintenance is the most widely adopted use case across industries.” The financial return is undeniable. Organizations that deeply employ AI in […]

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From Snapshots to Predictive Maintenance: The Time Series Maturity Journey
· Predictive Maintenance

From Snapshots to Predictive Maintenance: The Time Series Maturity Journey

In most plants, data visibility has improved dramatically. Modern time series databases connect seamlessly with SCADA systems, historians, and operational dashboards, giving teams real-time insight into production. This foundational layer—basic monitoring—has become table stakes in manufacturing.But visibility alone isn’t enough. According to a study by Aberdeen Research, unplanned downtime in manufacturing can cost up to […]

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