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A son, newly employed as a data engineer, faced a crisis when downstream users were not receiving necessary data for reports. The problem originated from the upstream system, not his team. To prevent such issues, data contracts between data producers and consumers are recommended. Data contracts improve documentation, data quality, and SLAs, ultimately reducing AI costs by avoiding model retraining and ensuring better data quality. These contracts follow the standard of open data.