Shift-Left Analytics

A different approach to real-time analytics

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…