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The rapid evolution of technology has significantly impacted various industries, prompting a shift towards data-driven approaches. In particular, the widespread adoption of Internet of Things (IoT) solutions for oil and gas industry has revolutionized how businesses operate, leveraging real-time data insights to enhance efficiency and productivity.