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The most powerful quality driver is human behavior. A data contract creates a : the producer commits to a schema and quality level; the consumer commits to using stable versions and reporting issues through the contract’s interface. No more “data team vs. engineering team” blame games.

: Continuous verification occurs as data flows through pipelines, blocking data that violates the contract. Chad Sanderson | Substack Verified Resources & Downloads Driving Data Quality with Data Contracts

: Explicitly naming the team responsible for maintaining the data. Governance Rules

: Explicitly assigns responsibility for data quality to the source, rather than the downstream data team. DataTalks.Club 2. What's Inside a Data Contract? A typical contract includes: ResearchGate Schema & Format

Tom laughed. “A contract? For data?”