All Member Open Forum

Throughout my career in maintenance, projects, and the Oil & Gas industry, I've learned that equipment failures rarely happen overnight. In most cases, the warning signs were already there-they simply weren't identified, prioritized, or acted upon in time.

Many organizations invest in new technologies such as predictive analytics, digital twins, AI, and condition monitoring. However, technology alone doesn't guarantee reliability. The real challenge is transforming data into timely decisions and creating a culture where reliability is everyone's responsibility.

I'm interested in learning from this community:

What has been the biggest obstacle in improving reliability within your organization?

• Lack of reliable data?
• Limited management support?
• Budget constraints?
• Skills and training?
• Organizational culture?
• Something else?

I believe that sharing real experiences is one of the best ways we can learn from one another.

Looking forward to reading your perspectives!

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Christian Vegas Mori
Supervisor de Programación de Mantenimiento
OIG Peru
El Alto
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I completely agree. Failures are rarely sudden events; they are often the result of weak signals that were missed, misunderstood, or not acted upon.

In my experience, the greatest obstacle is not the lack of technology but the gap between insight and execution. Organizations invest heavily in condition monitoring, predictive analytics, and AI, yet the expected value is lost when recommendations are delayed, ownership is unclear, or reliability is viewed as the responsibility of one department instead of the entire organization.

Sustainable reliability is built on three foundations: trusted data, disciplined decision making, and a culture where operations, maintenance, engineering, and leadership share accountability for asset performance.

Technology identifies the warning signs. People and processes determine whether those warnings become planned interventions or costly failures. That's where the greatest business value is created.

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David Ghavban. CMRP
Reliability and Applications Engineer
OrionIntels LLC
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