The oil and gas industry sits on an enormous untapped resource: millions of wells that have been abandoned or classified as low-producing. In the United States alone, there are over 1.2 million abandoned wells and countless marginal producers that traditional analysis has written off. But what if the data locked inside these wells tells a different story? The challenge isn't the data itself—it's the scale. To accurately determine a well's true production potential, geologists

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