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Machine reasoning is the form of enterprise artificial intelligence that helps cognitive systems acquire new knowledge and then apply it to different contexts or situations. Machine reasoning also enables cognitive systems to process unstructured data sets in real time, which allows them to understand the relationship between concepts better.