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In the context of developing a machine learning model, your team relies on a third-party data broker for training data. However, notifications about data formatting changes from the broker are unreliable, potentially compromising the robustness of your model training pipeline. Considering the need for a solution that ensures data integrity without significantly increasing operational costs, which of the following approaches would you implement? (Choose one correct option)