Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions

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[Submitted on 20 Jun 2026]

Title:Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions

View a PDF of the paper titled Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions, by AKM Bahalul Haque and 3 other authors

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Abstract:Agentic AI is gaining new insights and advancements in the field of Artificial Intelligence, fostering significant potential to enable rapid transformation across various this http URL rapid advancement and the potential to revolutionize various domains advocate the need for a deeper understanding and firm grasp of the technology. Moreover, an investigation into state of the art research directions in agentic AI needs to be conducted to comprehensively assess the potential scope for improvement and this http URL, to address these objectives, a comprehensive review can provide researchers and practitioners with valuable insights into the current state and future research scopes of agentic this http URL, this work considers the recently published scholarly contributions in agentic AI across various domains and discusses the fundamentals and working principles of Agentic AI, traces the historical and theoretical evolution of agency in artificial systems, explores and discusses Agentic AIs architecture, working principles, and functionalities, explores real-world applications of Agentic AI across various domains, analyzes the research findings, identifies current challenges, and discuss potential future research directions, and proposes a comprehensive framework of stakeholders intention to use and adopt Agentic AI with the help of proposed system quality this http URL, this systematic review provides researchers and practitioners with a comprehensive understanding of Agentic AI, its current developments and applications, highlights key research gaps, and outlines future research directions.

Comments: Accepted Version, 54 Pages, 13 tables, 7 images

Subjects:

Artificial Intelligence (cs.AI)

Cite as: arXiv:2608.18110 [cs.AI]

(or arXiv:2608.18110v1 [cs.AI] for this version)

https://doi.org/10.48550/arXiv.2608.18110

arXiv-issued DOI via DataCite

Journal reference: Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions. Computers, Materials & Continua, 88(2), 9

Related DOI:

https://doi.org/10.32604/cmc.2026.079525

DOI(s) linking to related resources

Submission history

From: AKM Bahalul Haque [view email] [v1] Sat, 20 Jun 2026 18:23:09 UTC (1,943 KB)

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