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uh data contracts are typically an internal agreement between data producer and data consumer and what they might consist of as say a definition of schema the semantics of the data maybe some SLA and kind of terms of use of the data and theyre typically done in a structured format consistent across teams and it off often also comes with a cultural change in the organization often maybe a pairing of the CDO and the CTO to actually bring a lot more accountability to to data teams Upstream uh the reason for for data contracts extends from the fact that that weve had this challenge within data teams of data producers really not understanding the downstream use cases of data really thats come from a lack of visibility and as we attempt to bring more visibility to these teams and actually extend into using the data for machine learning the production level consumer facing apps we actually need a much higher standard of data and so data teams are really striving now for these data contract