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A data engineer's son faced an issue where Downstream users weren't receiving needed data. The problem actually stemmed from the Upstream system. Data contracts between producers and consumers improve documentation, data quality, and SLAs, ultimately lowering AI costs by eliminating retraining needs and ensuring better data quality. Following the open data standard can help prevent issues like this.