Generative AI’s Impact on Industry: Unveiling Transformative Applications, Opportunities and Challenges
Keywords:
Generative AI, ChatGPT, Dall-EAbstract
With the advancement of Artificial Intelligence, a new branch of AI has emerged which is known as Generative AI. It has gained a lot of popularity in a very short time because of its human-like computational capabilities. It has the potential to automate hectic work with its efficient processing capabilities. Overall, it can help in solving complex problems and optimizing mundane and redundant tasks. The main objective of this paper is to conduct a thorough analysis of the impacts of Generative AI on the industry and its benefits, advantages, and application. This will help future generations in opting for Generative AI to automate mundane tasks. The methodology includes in-depth secondary research on research papers related to Generative AI and its applications. The findings show that the recent generative AI applications have emerged as the fastest-growing user base. However, there are lots of limitations to incorporating AI models in the industry. Therefore, it will be beneficial to use Generative AI applications but relying on them can be threatening to employment opportunities and may lead to misleading and falsifying information. It is necessary to have human evaluation, considering specific constraints to accomplish desired results.
References
Leonardo Banh & Gero Strobel, “Generative artificial intelligence,” Electron. Mark., vol. 33, no. 63, 2023, doi. https.//doi.org/10.1007/s12525-023-00680-1.
T. van der Zant, M. Kouw, and L. Schomaker, “Generative Artificial Intelligence,” Stud. Appl. Philos. Epistemol. Ration. Ethics, vol. 5, pp. 107–120, 2013, doi. 10.1007/978-3-642-31674-6_8.
Z. Lv, “Generative artificial intelligence in the metaverse era,” Cogn. Robot., vol. 3, pp. 208–217, 2023, doi. https.//doi.org/10.1016/j.cogr.2023.06.001.
I. Solaiman, “The Gradient of Generative AI Release. Methods and Considerations,” ACM Int. Conf. Proceeding Ser., pp. 111–122, Jun. 2023, doi. 10.1145/3593013.3593981/SUPPL_FILE/APPENDIX_A.PDF.
C. Stokel-Walker and R. Van Noorden, “What ChatGPT and generative AI mean for science,” Nature, vol. 614, no. 7947, pp. 214–216, Feb. 2023, doi. 10.1038/D41586-023-00340-6.
C. B. Safinah Ali, Prerna Ravi, Randi Williams, Daniella DiPaola, “Constructing Dreams Using Generative AI,” Proc. AAAI Conf. Artif. Intell., vol. 38, no. 21, pp. 23268–23275, 2024, doi. https.//doi.org/10.1609/aaai.v38i21.30374.
S. Feuerriegel, J. Hartmann, C. Janiesch, and P. Zschech, “Generative AI,” Bus. Inf. Syst. Eng., vol. 66, no. 1, pp. 111–126, Feb. 2024, doi. 10.1007/S12599-023-00834-7.
M. Jovanović and M. Campbell, “Generative Artificial Intelligence. Trends and Prospects,” Computer (Long. Beach. Calif)., vol. 55, no. 10, pp. 107–112, 2022, doi. 10.1109/MC.2022.3192720.
W. Y. Jiahong Su, “Unlocking the Power of ChatGPT. A Framework for Applying Generative AI in Education,” Sage Journals, vol. 6, no. 3, 2023, doi. https.//doi.org/10.1177/20965311231168423.
Radu Poclitari, “Comparing Unimodal vs Multimodal Models in Generative AI,” Index.dev, 2024, [Online]. Available. https.//www.index.dev/blog/comparing-unimodal-vs-multimodal-models
Henrik Skaug Sætra, “Generative AI. Here to stay, but for good?,” Technol. Soc., vol. 75, p. 102372, 2023, doi. https.//doi.org/10.1016/j.techsoc.2023.102372.
Thomas K. F. Chiu, “The impact of Generative AI (GenAI) on practices, policies and research direction in education. a case of ChatGPT and Midjourney,” Interact. Learn. Environ., vol. 32, no. 10, 2024, doi. https.//doi.org/10.1080/10494820.2023.2253861.
AIPRM, “50+ Generative AI Statistics 2024,” AIPRM, 2024, [Online]. Available. https.//www.aiprm.com/generative-ai-statistics/
Vishvesh Soni, “Impact of Generative AI on Small and Medium Enterprises’ Revenue Growth. The Moderating Role of Human, Technological, and Market Factors,” Reviews of Contemporary Business Analytics. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.researchgate.net/publication/376612578_Impact_of_Generative_AI_on_Small_and_Medium_Enterprises’_Revenue_Growth_The_Moderating_Role_of_Human_Technological_and_Market_Factors
D. R. and E. B. McAfee, “How to Capitalize on Generative AI,” Harvard Business Review. Accessed. Mar. 09, 2025. [Online]. Available. https.//hbr.org/2023/11/how-to-capitalize-on-generative-ai
M. M. Philipp Hacker, Andreas Engel, “Regulating ChatGPT and other Large Generative AI Models,” FAccT ’23 Proc. 2023 ACM Conf. Fairness, Accountability, Transpar., pp. 1112–1123, 2023, doi. https.//doi.org/10.1145/3593013.3594067.
P. V. Nishith Reddy Mannuru, Sakib Shahriar, “Artificial intelligence in developing countries. The impact of generative artificial intelligence (AI) technologies for development,” Sage Journals, 2023, doi. https.//doi.org/10.1177/0266666923120062.
N. Rane, “ChatGPT and Similar Generative Artificial Intelligence (AI) for Smart Industry. Role, Challenges and Opportunities,” SSRN Electron. J., May 2023, doi. 10.2139/SSRN.4603234.
K. B. Ooi et al., “The Potential of Generative Artificial Intelligence Across Disciplines. Perspectives and Future Directions,” J. Comput. Inf. Syst., 2023, doi. 10.1080/08874417.2023.2261010.
D. L. & L. R. R. Erik Brynjolfsson, “Generative AI at Work,” Natl. Bur. Econ. Res., 2023, [Online]. Available. https.//www.nber.org/papers/w31161
J. Amankwah-Amoah, S. Abdalla, E. Mogaji, A. Elbanna, and Y. K. Dwivedi, “The impending disruption of creative industries by generative AI. Opportunities, challenges, and research agenda,” Int. J. Inf. Manage., vol. 79, p. 102759, 2024, doi. https.//doi.org/10.1016/j.ijinfomgt.2024.102759.
Osborne C. B. Frey Michael, “Generative AI and the Future of Work. A Reappraisal – the Brown Journal of World Affairs,” The Brown Journal of World Affairs. Accessed. Mar. 09, 2025. [Online]. Available. https.//bjwa.brown.edu/30-1/generative-ai-and-the-future-of-work-a-reappraisal/
K. L. S. Nah, Fiona Fui-Hoon, Ruilin Zheng, Jingyuan Cai, “Generative AI and ChatGPT. Applications, challenges, and AI-human collaboration,” J. Inf. Technol. Case Appl. Res., vol. 25, no. 2, pp. 1–28, 2023, doi. 10.1080/15228053.2023.2233814.
G. S. & M. B. Z. Andrea L. Eisfeldt, “Generative AI and Firm Values,” NBER, 2023, doi. 0.3386/w31222.
David Baidoo-anu, “Education in the Era of Generative Artificial Intelligence (AI). Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning,” J. AI, vol. 7, no. 1, pp. 52–62, 2023, doi. https.//doi.org/10.61969/jai.1337500.
F. S. G. Rosario Michel-Villarreal, Eliseo Vilalta-Perdomo, David Ernesto Salinas-Navarro, Ricardo Thierry-Aguilera, “Challenges and Opportunities of Generative AI for Higher Education as Explained by ChatGPT,” Educ. Sci, vol. 13, no. 9, p. 856, 2023, doi. https.//doi.org/10.3390/educsci13090856.
H. X. Samuel Ariyo Okaiyeto, Junwen Bai, “Generative AI in education. To embrace it or not?,” Int. J. Agric. Biol. Eng., vol. 16, no. 3, 2023, doi. 10.25165/j.ijabe.20231603.8486.
C. R. B. Eman A. Alasadi, “Generative AI in Education and Research. Opportunities, Concerns, and Solutions,” J. Chem. Educ., vol. 100, no. 8, 2023, [Online]. Available. https.//pubs.acs.org/doi/10.1021/acs.jchemed.3c00323
W. Z. Shakked Noy, “Experimental evidence on the productivity effects of generative artificial intelligence,” Exp. Evid. Product. Eff. Gener. Artif. Intell., vol. 381, no. 6654, pp. 187–192, 2023, doi. 10.1126/science.adh2586.
K. ELKarazle, V. Raman, P. Then, and C. Chua, “How Generative AI Is Transforming Medical Imaging. A Practical Guide,” Appl. Gener. AI, pp. 371–385, 2024, doi. 10.1007/978-3-031-46238-2_18.
P. D. Yasin Shokrollahi, Sahar Yarmohammadtoosky, Matthew Nikahd, “A Comprehensive Review of Generative AI in Healthcare,” IACAPAP ArXiv. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.researchgate.net/publication/378300231_A_Comprehensive_Review_of_Generative_AI_in_Healthcare
M. N. K. B. Peng Zhang, “Generative AI in Medicine and Healthcare. Promises, Opportunities and Challenges,” Futur. Internet, vol. 15, no. 9, p. 286, 2023, doi. https.//doi.org/10.3390/fi15090286.
K. Nova, “Generative AI in Healthcare. Advancements in Electronic Health Records, facilitating Medical Languages, and Personalized Patient Care,” Comput. Sci. Med., 2023.
W. P. Walters and M. Murcko, “Assessing the impact of generative AI on medicinal chemistry,” Nat. Biotechnol. 2020 382, vol. 38, no. 2, pp. 143–145, Jan. 2020, doi. 10.1038/s41587-020-0418-2.
A. Khan, “Microsoft Copilot Studio,” Introd. Microsoft Copilot Manag., pp. 621–694, 2024, doi. 10.1007/979-8-8688-0419-9_17.
E. K. Ömer Aydın, “Is ChatGPT Leading Generative AI? What is Beyond Expectations?,” Acad. Platf. J. Eng. Smart Syst., vol. 11, no. 3, pp. 118–134, 2023, doi. https.//doi.org/10.21541/apjess.1293702.
C. Ebert and P. Louridas, “Generative AI for Software Practitioners,” IEEE Softw., vol. 40, no. 4, pp. 30–38, Jul. 2023, doi. 10.1109/MS.2023.3265877.
“Becoming a Generative AI Engineer Requirements and Career Path,” Run.ai. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.run.ai/guides/machine-learning-engineering/generative-ai-engineer
“Generative design,” Wikipedia. Accessed. Mar. 18, 2025. [Online]. Available. https.//en.wikipedia.org/wiki/Generative_design
C. J. & P. Z. Stefan Feuerriegel, Jochen Hartmann, “Generative AI,” Bus. Inf. Syst. Eng., vol. 66, pp. 111–126, 2024, doi. https.//doi.org/10.1007/s12599-023-00834-7.
and K. S. M. Chui, E. Hazan, R. Roberts, A. Singla, “The economic potential of Generative AI - Keepler,” The AI Enabler Partner. Accessed. Mar. 09, 2025. [Online]. Available. https.//keepler.io/2023/09/25/economic-potential-generativeai/
Joyce Moullakis, “AI gains to soar in the ‘second innings’ of use – Capgemini,” Australian, 2024, [Online]. Available. https.//stockhead.com.au/tech/ai-gains-to-soar-in-the-second-innings-of-use-capgemini/
J. D. Brüns and M. Meißner, “Do you create your content yourself? Using generative artificial intelligence for social media content creation diminishes perceived brand authenticity,” J. Retail. Consum. Serv., vol. 79, p. 103790, 2024, doi. https.//doi.org/10.1016/j.jretconser.2024.103790.
Z. Epstein et al., “Art and the science of generative AI,” Science (80-. )., vol. 380, no. 6650, pp. 1110–1111, Jun. 2023, doi. 10.1126/SCIENCE.ADH4451.
P. R. Risqo Wahid, Joel Mero, “Editorial. Written by ChatGPT, illustrated by Midjourney. generative AI for content marketing,” Asia Pacific J. Mark. Logist., vol. 35, no. 8, pp. 1813–1822, 2023, doi. https.//doi.org/10.1108/APJML-10-2023-994.
W. G. Justin D. Weisz, Jessica He, Michael Muller, Gabriela Hoefer, Rachel Miles, “Design Principles for Generative AI Applications,” CHI ’24 Proc. 2024 CHI Conf. Hum. Factors Comput. Syst., vol. 378, pp. 1–22, 2024, doi. https.//doi.org/10.1145/3613904.3642466.
Elliot Gardner, “Are AI-generated video games really on the horizon?,” Guard., 2025, [Online]. Available. https.//www.theguardian.com/games/2025/mar/10/are-ai-generated-video-games-microsoft-muse-google-gamengen#.~.text=AI-generated video games may,does%2C at least for now.
J. Liu et al., “Exploring the Integration of Digital Twin and Generative AI in Agriculture,” Proc. - 2023 15th Int. Conf. Intell. Human-Machine Syst. Cybern. IHMSC 2023, pp. 223–228, 2023, doi. 10.1109/IHMSC58761.2023.00059.
B. Arora, D. S. Chaudhary, M. Satsangi, M. Yadav, L. Singh, and P. S. Sudhish, “Agribot. A Natural Language Generative Neural Networks Engine for Agricultural Applications,” 2020 Int. Conf. Contemp. Comput. Appl. IC3A 2020, pp. 28–33, Feb. 2020, doi. 10.1109/IC3A48958.2020.233263.
Stefaan Verhulst, “Inside the New Nonprofit AI Initiatives Seeking to Aid Teachers and Farmers in Rural Africa,” The Living Library. Accessed. Mar. 18, 2025. [Online]. Available. https.//thelivinglib.org/inside-the-new-nonprofit-ai-initiatives-seeking-to-aid-teachers-and-farmers-in-rural-africa/
N. R. Krishnaram Kenthapadi, Himabindu Lakkaraju, “Generative AI meets Responsible AI. Practical Challenges and Opportunities,” KDD ’23 Proc. 29th ACM SIGKDD Conf. Knowl. Discov. Data Min., pp. 5805–5806, 2023, doi. https.//doi.org/10.1145/3580305.3599557.
Nicola Lucchi, “ChatGPT. A Case Study on Copyright Challenges for Generative Artificial Intelligence Systems,” Eur. J. Risk Regul., vol. 15, no. 3, pp. 602–624, 2024, doi. 10.1017/err.2023.59.
J. Euchner, “Generative ai,” Res. Manag., vol. 66, no. 3, pp. 71–74, 2023.
J. Moore, “TechTarget,” Industry Editor. Accessed. Mar. 18, 2025. [Online]. Available. https.//www.techtarget.com/contributor/John-Moore
“Generative AI. Benefits, Use Cases, and Examples,” Let Dive. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.letsdive.io/blog/ generative-ai-benefits-use-cases-and-examples
Anujaa Singh, “9 Benefits of Generative AI for Business,” Yellow.ai. Accessed. Mar. 09, 2025. [Online]. Available. https.//yellow.ai/blog/benefits-of-generative-ai/
R. Gozalo-Brizuela and E. C. Garrido-Merchan, “ChatGPT is not all you need. A State of the Art Review of large Generative AI models,” arXiv.org, Jan. 2023, Accessed. Mar. 09, 2025. [Online]. Available. http.//arxiv.org/abs/2301.04655
“What is ChatGPT, DALL-E, and generative AI?,” McKinsey. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.mckinsey.com/featured-insight/mckinsey- explainers/what-is-generative-ai
Y. Lai, H.-J. Chen, and C. Yang, “Exploring the Impact of Generative Artificial Intelligence on the Design Process. Opportunities, Challenges, and Insights,” Artif. Intell. Soc. Comput. Wearable Technol., vol. 113, no. 113, 2023, doi. 10.54941/AHFE1004178.
M. K. Hazem Zohny , John McMillan, “Ethics of generative AI,” J Med Ethics, vol. 49, no. 2, pp. 79–80, 2023, doi. 10.1136/jme-2023-108909.
Katie Jones, “9 Problems with Generative AI, in One Chart,” Visual Capitalist. Accessed. Mar. 09, 2025. [Online]. Available. https.//www.visualcapitalist.com/sp/9-problems-with-generative-ai-in-one-chart/
“Key legal issues with generative AI for legal professionals,” THOMAS REUTER. Accessed. Mar. 18, 2025. [Online]. Available. https.//legal.thomsonreuters.com/blog/the-key-legal-issues-with-gen-ai/
M. Muller, L. B. Chilton, A. Kantosalo, M. Lou Maher, C. P. Martin, and G. Walsh, “GenAICHI. Generative AI and HCI,” Conf. Hum. Factors Comput. Syst. - Proc., Apr. 2022, doi. 10.1145/3491101.3503719.
V. F. Laura Manduchi, Kushagra Pandey, Clara Meister, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric Nalisnick, Björn Ommer, Rajes, “On the Challenges and Opportunities in Generative AI,” arXiv.2403.00025, 2024, doi. https.//doi.org/10.48550/arXiv.2403.00025.
M. K. M. Saida K. Labazanova, Timur G. Aygumov, “Issues with generative artificial intelligence tools,” ITM Web Conf, vol. 59, 2004, doi. https.//doi.org/10.1051/itmconf/20245904007.
K. Prasad Agrawal, “Towards Adoption of Generative AI in Organizational Settings,” J. Comput. Inf. Syst., vol. 64, no. 5, pp. 636–651, 2024, doi. 10.1080/08874417.2023.2240744.
W. Holmes and F. Miao, “Guidance for generative AI in education and research,” European School Education Platform. Accessed. Mar. 09, 2025. [Online]. Available. https.//school-education.ec.europa.eu/en/discover/publications/guidance-generative-ai-education-and-research
S. Giannini, “Generative AI and the future of education,” UNESCO, 2023, doi. 10.54675/HOXG8740.
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