Industry Insights & Technical Articles
Thought leadership on industrial optimization, reliability engineering, and decision support systems from the Knar Global team.
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Complexity Is Not Our Enemy — Our Complexity-Anxiety Is
The real obstacle to better industrial decisions isn't complexity itself — it's our anxiety about it. Learn how to transform fear into structured confidence with the right decision support systems.
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After the First Digital Asset: Building an Ecosystem for Enterprise Value
Your first IDA was a milestone. Now learn how to scale it into an enterprise-wide ecosystem. Discover the three strategic imperatives for sustainable growth and operational resilience.
RAM Models as Foundation of Value Resilience
A 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.
Digital Twin vs Digital Asset: Two Terms, One Purpose — But Very Different Roles
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.
You Don't Have a Digital Asset — You Have Data
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.
Beyond Availability: Why Expected Value Is the True Measure of Industrial Performance
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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