Every year, The RELIABILITY Conference® brings together the organizations doing the real work. The ones modernizing aging infrastructure, transforming maintenance cultures, and proving that reliability isn’t a buzzword but a measurable business advantage.
CESMII – The Smart Manufacturing Institute today announced the beta launch of the Industrial Information Interoperability eXchange (i3X™), an open, standards-based API designed to enable seamless interoperability across manufacturing systems, platforms and applications.
Reliability organizations today are not short of data—they are short of clarity. Modern gas turbines and rotating equipment generate vast amounts of operational data, yet translating that data into timely, confident decisions remains a persistent challenge. Engineers are often faced with multiple interacting variables, conflicting signals, and limited time to diagnose emerging issues. Artificial intelligence (AI) and machine learning (ML) offer a way to bridge this gap—not by replacing engineering judgment, but by accelerating it.
A weekly collection of recommended articles and videos to boost your reliability journey. Right in your inbox
CHARLOTTESVILLE, Va., Apr. 21, 2026 — This week, TwinThread—a global leader in Industrial AI—was named a Front Runner in LNS Research’s inaugural 2026 Industrial AI Platforms Solution Selection Matrix (SSM). TwinThread’s positioning in the Front Runners upper right and most favored quadrant recognizes the company’s comprehensive product innovation, scalable architecture, and distinct and pragmatic approach to deploying agentic AI for manufacturing operations.
Regulatory compliance is often discussed as an operational responsibility, delegated to maintenance teams, safety managers, or compliance officers. But in reality, regulatory maintenance is a leadership issue, one that directly affects organizational risk, resilience, and long-term performance. When compliance fails, the consequences rarely remain confined to the maintenance department. Regulatory breaches can trigger operational shutdowns, legal exposure, reputational damage, and, in severe cases, safety incidents that reach the executive suite and boardroom.
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.
Syensqo and Shell Chemicals Europe B.V. have joined forces to supply mass-balanced, low-carbon EO solutions for the agricultural and industrial markets, enabling reduced product carbon footprint (PCF) without compromising performance.
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.
Limble, the modern maintenance and asset management platform, today announced a partnership with VibeCloud Reliability Solutions Inc., a leader in predictive maintenance and condition monitoring. The new integration connects VibeCloud’s condition monitoring insights directly with Limble, automatically generating and closing work orders based on asset condition data.
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.