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The growth of AI is expected to increase cloud spending, leading to a need for intelligent management strategies to control costs. The accuracy and reliability of AI applications depend on high-quality data, but the amount of data needed varies depending on the complexity of the project. As AI use cases become more complex and resource-intensive, the expenses associated with supporting them are also increasing. This is having a major impact on cloud costs, leading businesses to seek ways to better manage their spending.