Maintenance technician carrying out a planned scheduled intervention on industrial machinery with tools laid out in order

Condition-based maintenance that works: turning alerts into fewer breakdowns, not more noise

What you will get from this article Condition-based maintenance sounds simple. Monitor asset health. Spot problems early. Fix them before they become breakdowns. In practice, CBM often delivers something less useful. A stream of alerts. Nobody trusts them. Nobody owns them. Nobody acts on them. Operators see noise. Maintenance teams see extra work. Leaders see …

The Predictive Maintenance Illusion

The Predictive Maintenance Illusion: What Operational and Financial Leaders Should Know Before Investing

The report analyzes the complexities surrounding Predictive Maintenance (PdM) in industrial settings. While promising increased efficiency and reduced downtime, many PdM projects fail due to inadequate asset prioritization, lack of human expertise, cultural resistance, and insufficient operational capacity. Effective implementation requires a comprehensive approach, addressing both technology and personnel needs.