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A son started a new job as a data engineer and faced an issue where downstream users weren't receiving needed data, which actually was due to an Upstream system problem. Similar situations are common, and using data contracts can help resolve such issues. Data contracts are agreements between data producers and consumers, aimed at improving documentation, data quality, and SLAs. The ultimate goal is to reduce AI costs by avoiding model retraining and ensuring better data quality. Following the standard of open data can assist in achieving these objectives.