In today’s fast-paced digital landscape, bridging the gap between operational needs and technological innovation remains as critical as ever. While much has changed since I first explored Dutch Holland’s remarkable article in the Digital Energy […]
In 2025, the concept of “content” has expanded far beyond its traditional definitions. No longer confined to static pages or isolated databases, content in an operations-centric environment represents the dynamic intersection of meaningful data, actionable […]
The original concept of the “Big Crew Change” described a seismic shift in the oil and gas industry as the reins of leadership passed from the “calculators and memos” generation to the “connected and digital” […]
In today’s digital landscape, a data-driven mindset is not optional—it is essential for success. But what does it truly mean to be data-driven? And how can organizations and individuals embrace this approach without losing sight […]
In recent years, software, analytics, and the digital oilfield fields have undergone significant transformation. Reflecting on this journey, I’ve been fortunate to witness and contribute to its evolution firsthand. Early Days: The Foundation of Transformation […]
In recent years, the fields of software, analytics, and the digital oilfield have undergone significant transformation. Reflecting on this journey, I’ve been fortunate to witness and contribute to its evolution firsthand. Early Days: The Foundation […]
Data mining, also known as data discovery or knowledge discovery from databases (KDD), continues to be a vital discipline in the modern technological landscape. It involves analyzing data from various angles and distilling it into […]
My journey with artificial intelligence (AI) began in the 1980s while working as an Avionics Systems Engineer on the F-16 at General Dynamics. Over the decades, I’ve watched AI evolve from a conceptual dream to […]
Real-time data poses a unique challenge for process-oriented operations. However, conveying its functionality to team members less familiar with data management can be a daunting task. To bridge this gap, we’ve categorized real-time data into […]
In the digital era, knowledge has emerged as one of the most valuable assets an organization can possess. Unlike physical assets, knowledge does not diminish with use—it grows. It enables businesses to innovate, adapt, and […]
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