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ETL vs ELT: data pipelines for music rights investors | Catalog Value Chain

Published 28, Oct 2026

Standard Innovation


Description:
For music rights investors building data pipelines, two common approaches to ingestion are ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform). The difference is where the processing happens.

Our CEO Tom Mullen explains how ETL can remove sensitive information before it reaches your data store, but risks optimising too early. ELT loads the raw data first and transforms it afterwards through views, materialised tables or functions, keeping the original data available for future use.

There’s no single right answer. You’ll most likely use both, as we do.

To learn more about data ingestion, the tools available and how to choose an approach that works for your fund, check out the full episode on data ingestion: https://youtu.be/ZX5AMwL6Pas?si=MFEfqHAcBVOKVIE5

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