Glossary Library

Technical GlossaryData Engineering and AI Infrastructure

Data Contract Enforcement

An approach in which schema, quality, and delivery expectations are not only defined, but actively enforced by the system.

Data contract enforcement ensures that rules between data producers and consumers do not remain only in documentation. If expected schema, data types, null tolerances, or delivery windows are violated, the system can respond automatically. This is especially valuable in multi-team data platforms for catching breakage early. A contract delivers real governance value only when it is enforceable.

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Explore these concepts to continue your artificial intelligence journey.

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Data Ownership

The principle that defines which business or technical role is responsible for the quality, definition, and use of specific data domains.

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Metadata Management

The systematic management of descriptions, sources, usage, and technical structure information about data.

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Data Lineage

The visible trace of all movements and transformations a data element undergoes from source to report or model.