Thought leadership on industrial optimization, reliability engineering, and decision support systems from the Knar Global team.
A step-by-step roadmap for industrial leaders on building Industrial Digital Assets. Learn the proven 8-step process from defining objectives to realizing real-time value in complex operations.
Read Full ArticleA RAM model is not a compliance exercise—it's a living simulation of how your asset produces value. Learn what makes Reliability, Availability, and Maintainability modeling the foundation of industrial decision-making, and how it differs from a full Digital Asset.
Understanding the critical difference between Digital Twins and Digital Assets. A Digital Twin reflects reality with high-fidelity monitoring. A Digital Asset shapes it through integrated decision intelligence.
Most companies believe they have a Digital Asset because they use SCADA, dashboards, or AI tools. But if your system can't answer the EBITDA impact question, you don't have an asset — you have data. Learn what truly defines a Digital Asset.
Most industrial operators celebrate 95% availability. But high availability does not guarantee high value. Discover why Expected Value is the missing link between physics and finance.
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