In today’s energy sector, operations are increasingly dependent on cyber-physical systems (CPS)—interconnected technologies that combine software, hardware, sensors, and AI models to control physical processes in real-time. Whether managing a smart offshore platform, deploying autonomous well inspection tools, or orchestrating predictive maintenance through sensor data, professionals must understand the integration of these systems to ensure operational excellence. The CPSIA-OG® certification fills a critical gap in the industry by equipping professionals with domain-specific knowledge to bridge the digital-physical divide in oil and gas operations.