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AI models are used to predict consumer payment behavior accurately. Developers leverage AI by gathering data from various sources, cleaning and preprocessing it, choosing the right features, selecting a suitable machine learning model, and splitting the data set into training and testing sets. The AI model then generates predictions of consumer payment behavior, allowing businesses to make proactive decisions.