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A new data engineer encountered issues with data flow between systems, leading to downstream users not receiving necessary data for their reports. The solution lies in implementing data contracts, which are agreements between data producers and consumers to improve documentation, data quality, and SLAs. The ultimate goal is to lower AI costs by avoiding model retraining and ensuring better data input. This approach follows the open data standard for more efficient and effective data management.