One of the more interesting cases I discovered while visiting a customer was how Operator Rounds is being used in an older plant environment.
During my recent visit to a large plant in South Texas, I observed something remarkable: it felt like they were giving new life to an aging facility with a modern digital solution—without making a massive capital investment.
When leadership says "Go and do Lean," most facility managers face the same question: Which tool should I use? It's a fair question, but it's also the wrong starting point. The real journey to operational excellence doesn't begin with selecting tools, it begins with clarity of vision and an understanding that Lean is fundamentally a mindset, not just a collection of techniques.
In asset-intensive industries such as oil and gas, petrochemicals, and energy services, equipment reliability directly influences operational safety, production performance, and lifecycle costs. Computerized Maintenance Management Systems (CMMS) have long served as the backbone of maintenance operations, managing asset hierarchies, preventive maintenance schedules, work orders, and spare parts records.
Every hour of downtime cost money. This simple fact has driven the reliability landscape since the dawn of the industrial era. But another cost, human time, rarely shows up on a balance sheet. When machines break without notice, people miss games, family dinners, and countless other moments that you can’t put a price tag on or measure. While the industry often frames downtime in terms of lost production or revenue, we’re overlooking the profound human costs.
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Belt and pulley drive systems are widely used in industrial equipment due to their simplicity, flexibility, and cost effectiveness. They are found in conveyors, fans, pumps, compressors, and a wide range of production machinery. Despite their apparent simplicity, belt driven systems are a frequent source of reliability issues when maintenance practices are inadequate or inconsistent.
Organizations continue to invest heavily in asset management frameworks, systems, and data. Industry research consistently shows that these investments alone are not enough to deliver sustained reliability and performance. The differentiator is how people behave, make decisions, and take ownership within those systems.
Modern industrial equipment—ranging from rotating machinery and thermal systems to mobile production units and heavy process assets—generates vast volumes of sensor data. Pressures, temperatures, flows, speeds, vibrations, and electrical signals are continuously recorded at high frequency.
As we step into 2026, let this new year ignite a powerful commitment to personal and professional growth. Embrace fresh learning opportunities to sharpen your skills and boost your career trajectory. By investing in yourself, you’ll become more valuable in your field, driving innovation and results while evolving into a more effective leader who inspires teams, navigates change with confidence, and leaves a lasting impact. Make 2026 the year you level up.
In the world of rotating machinery, bearing life is a critical factor in ensuring equipment reliability and minimizing downtime. One of the most widely used measures for predicting bearing life is L10 life, also called the basic rating life.
Across many organizations, maintenance planning is still treated as a functional task rather than a strategic one. Too often, the planner is seen as an organizer of work orders, not as a contributor to asset reliability or long-term performance.
This year marked a deliberate shift from activity to architecture. Across conferences, training, community engagement, learning platforms, and publishing, the focus moved toward strengthening the systems that sustain reliability leadership at scale—not just events, but enduring capability.
What follows is a clear-eyed review of progress, outcomes, and direction.
Asset-intensive industries, such as oil and gas, power generation, manufacturing, mining, transportation, and utilities, rely heavily on complex physical assets. The reliability of these assets directly affects safety, productivity, cost and competitiveness.