Technical GlossaryData Engineering and AI Infrastructure

Reverse ETL

An integration approach that moves curated data from analytics platforms back into operational systems.

Reverse ETL enables data produced in the analytics layer to be used not only for reporting but also inside operational systems. Customer segments, scores, recommendations, or risk signals can be pushed back into CRM, marketing automation, and support tools. This turns the data warehouse from a passive reporting environment into an active decision engine. It is especially valuable for revenue-oriented product teams and growth operations.

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Timeliness

The property of data being sufficiently current, timely, and available when needed.

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ETL

A classic data integration approach in which data is extracted from source systems, transformed, and then loaded into a target analytical environment.

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ELT

A modern approach in which data is loaded into the target platform first, and transformations are performed later inside the storage or compute layer.

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Reverse ETL

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