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A systematic review of generative AI: importance of industry and startup-centered perspectives, agentic AI, ethical considerations & challenges, and future directions

Crossref DOI link: https://doi.org/10.1007/s10462-025-11435-z

Published Online: 2025-11-12

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Patel, Kinjal https://orcid.org/0000-0001-7137-7348
Shah, Milind https://orcid.org/0009-0001-6077-3924
Qureshi, Karishma M. https://orcid.org/0000-0002-5843-2514
Qureshi, Mohamed Rafik N. https://orcid.org/0000-0002-9508-8724
Funding

Funding for this research was provided by:

Deanship of Scientific Research at King Khalid University, Saudi Arabia (RGP.2/624/46)
License Information

Text and Data Mining valid from 2025-11-12

Version of Record valid from 2025-11-12
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Article History

Received: 5 July 2025

Accepted: 19 October 2025

First Online: 12 November 2025

Declarations

:

: The authors declare no competing interests.

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