Quantifying AI’s Impact on Software Infrastructure: Beyond the Hype

Artificial intelligence (AI) has emerged as a transformative force across various domains of software infrastructure.From automating software development workflows to optimizing cloud resource allocation, AI-driven advancements promise increased efficiency, scalability and security.However, the extent to which AI genuinely enhances software infrastructure remains an open question.This paper explores the tangible improvements AI has introduced to software infrastructure, examines its limitations and evaluates whether AI is fundamentally reshaping software development or merely augmenting existing processes.

Authors

Publication Details

Journal
Journal of Artificial Intelligence Machine Learning and Data Science
Published
2025-03-30
DOI
https://doi.org/10.51219/jaimld/vishakha-agrawal/545
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Quantifying AI’s Impact on Software Infrastructure: Beyond the Hype

Vishakha Agrawal
Journal of Artificial Intelligence Machine Learning and Data Science
Big Data and Business Intelligence
article

Quantifying AI’s Impact on Software Infrastructure: Beyond the Hype

Vishakha Agrawal
article en

Abstract

Artificial intelligence (AI) has emerged as a transformative force across various domains of software infrastructure.From automating software development workflows to optimizing cloud resource allocation, AI-driven advancements promise increased efficiency, scalability and security.However, the extent to which AI genuinely enhances software infrastructure remains an open question.This paper explores the tangible improvements AI has introduced to software infrastructure, examines its limitations and evaluates whether AI is fundamentally reshaping software development or merely augmenting existing processes.

Journal of Artificial Intelligence Machine Learning and Data ScienceVol. 3(1)
Industry, innovation and infrastructure
Openalex Percentile: Top 89%
Big Data and Business Intelligence
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Quantifying AI’s Impact on Software Infrastructure: Beyond the Hype — Vishakha Agrawal · Journal of Artificial Intelligence Machine Learning and Data Science (2025) | TGRS Research Map | TGRS