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Data processing is helping many businesses through AI-driven applications and software. It is necessary to adopt transformation, which is achieved through its cycle. It involves data collection, conversion, cleansing, processing of knowledge, and storage. With these stages, the entire cycle produces results that are used in different types of businesses.