Real-Time Data Flow Architecture: From Streaming Sources to Operational Dashboards

Authors

  • Neeraj Gaddam

Keywords:

Operational Intelligence, Real-Time Analytics, Data Lakehouse Architecture, Streaming Analytics, Business Intelligence

Abstract

The transition from traditional business intelligence to Operational Intelligence represents a fundamentalparadigm shift in enterprise analytics, driven by the imperative for real-time decision-making inincreasingly dynamic business environments. This article examines the architectural, organizational, andfunctional confines that distinguish these two intelligence paradigms, with particular emphasis on the technical structure demanded to support

References

Edward Bell "Operational Intelligence (OI) vs. Business Intelligence (BI) – What’s The Difference?" TotalMobile, 2022. [Online]. Available: https://www.totalmobile.com/blog/capabilities/operational intelligence/operational-intelligence-vs-business-intelligence/

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Published

2025-12-19

How to Cite

Neeraj Gaddam. (2025). Real-Time Data Flow Architecture: From Streaming Sources to Operational Dashboards . Journal of Computational Analysis and Applications (JoCAAA), 34(12), 621–633. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4451

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Section

Articles