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@article{180103,
author = {Ullas Das},
title = {AI-Driven Agile Transformation: A Theoretical Framework for Seamless Integration and Predictive Optimization},
journal = {International Journal of Innovative Research in Technology},
year = {2025},
volume = {12},
number = {1},
pages = {513-526},
issn = {2349-6002},
url = {https://ijirt.org/article?manuscript=180103},
abstract = {Agile strategies are the pillars of modern
project management that enable teams to be responsive
to change as they become more efficient. The emergence
of Artificial Intelligence (AI) presents an opportunity
for new challenges as well as new possibilities for Agile
transformation. The paper explores the linkage of Agile
and AI and proposes an AI-infused Agile
transformation model that increases predictive
accuracy, decision-making, and workflow automation
in Agile. The study details the architecture of the model,
the input features, and training process and then
compares the predictive accuracy of the model to
baseline models. Findings of the study reveal AI-based
Agile models to be better in their predictions of sprints,
backlog prioritization, and handling of risks, offering
measurable advantages over typical methodologies.
Implications to the practitioner, policymaking, and
academics in the form of upskilling, ethical integration,
and scalable adoption are equally explored in the paper.
Integrating previous research and taking a visionary
stand, the review aims to advise industry leaders,
decision-makers, and academics in the application of AI
in Agile transformation.},
keywords = {Agile Transformation, Artificial Intelligence, Predictive Analytics, Machine Learning, Agile Methodologies, AI-Driven Project Management, Scaled Agile, Data-Driven Decision Making, Agile-AI Integration, AI in Software Development.},
month = {May},
}
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