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SUP! Hubert’s Substack
SUP! Hubert’s Substack
Shift-Left Analytics

Shift-Left Analytics

A different approach to real-time analytics

Hubert Dulay's avatar
Hubert Dulay
Nov 22, 2024
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SUP! Hubert’s Substack
SUP! Hubert’s Substack
Shift-Left Analytics
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Shift-left analytics brings analytical processes to the start of the data lifecycle, similar to the shift-left model for data products using tools like Apache Flink. This approach focuses on gaining insights during initial data ingestion and processing, rather than after full processing or storage.

In a traditional analytics workflow, teams often wait un…

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