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Data contracts 101: How to build trust between data producers and consumers

calendar_today May 20, 2026 person domain collibra

A broken data pipeline doesn’t usually announce itself with drama.

It starts smaller. A column changes. A field disappears. A definition shifts. A downstream report looks a little off. An AI model starts using stale data. A dashboard that used to be trusted becomes a source of debate. Someone asks what happened, and suddenly five teams are in a meeting trying to reconstruct a change nobody documented clearly.

This is why matter.

What is a data contract?

are formal agreements between data…

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