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A data engineer faced a problem where downstream users were not receiving needed data, leading to panicked calls. The issue stemmed from the upstream system, not his team. Data contracts, agreements between producers and consumers, can improve data quality, documentation, and SLAs. Ultimately, better data leads to lower AI costs. Open data standards can help achieve these goals.