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A new data engineer faced a problem where downstream users were not receiving the needed data for sensitive reports. The issue was actually with the upstream system, not his team. Data contracts, agreements between data producers and consumers, can help with better documentation, data quality, and SLAs. This ultimately aims to lower the cost of AI by avoiding model retraining and improving data quality. Following the open data standard is key in this process.
