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International Journal of Advance Scientific Research SCIENTIFIC IDEAS. INTERNATIONAL PERSPECTIVES.
ISSN 2750-1396 12 issues per year · Monthly
Crossref DOI: 10.37547/ijasr
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Articles Published:

The Convergence of Cloud-Native Architectures, Generative AI, And Agentic Systems: A Multi-Dimensional Analysis of Strategic IT Infrastructure and Scientific Discovery

Vol. 5 No. 11 (2025): Volume 05 Issue 11 Pages 232-240
Authors
  • Dr. Alistair Vance
    Department of Computational Science and Information Systems, University of Oxford, England
RESEARCH OVERVIEW

Abstract

This research article investigates the transformative synergy between cloud-native infrastructure, automated data governance, and the emergence of agentic artificial intelligence in both corporate and scientific domains. As organizations transition toward 5G Open Radio Access Networks (O-RAN), microservices-based platforms, and multi-tenant architectures, the complexity of maintaining security, agility, and performance reaches unprecedented levels. Simultaneously, the scientific community is grappling with the integration of generative AI, which-while accelerating data analysis-faces fundamental challenges in achieving autonomous discovery and human-like creativity. By synthesizing findings from cloud migration strategies, real-time analytics, and the ethics of scientific discovery, this paper provides a comprehensive framework for understanding the modern digital ecosystem. We explore the role of agentic AI in reinvigorating private cloud providers through dynamic pricing, the necessity of resilient disaster recovery using technologies like Oracle Data Guard, and the importance of KPI-based monitoring in high-velocity network environments. Furthermore, we address the socio-technical implications of AI bias and the "choice-supportive bias" in scientific modeling. The research concludes that while full-stack cloud technologies provide the requisite agility for modern enterprise operations, the human element remains irreplaceable in the creative and ethical facets of scientific advancement.

Keywords

  • Cloud-Native Environments
  • Agentic AI
  • Data Governance
  • 5G O-RAN
SOURCES & CITATIONS

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