The Impact of Artificial Intelligence on Information Systems: Opportunities and Challenges
Yaseen Shareef Mohammed , Master of Science Technology Management, Lindsey Wilson University, 210 Lindsey Wilson St, Columbia, KY 42728 USA Dhiraj Kumar Akula , Principal Data Architect, USA Asif Syed , Master of Science Technology Management, Lindsey Wilson University, 210 Lindsey Wilson St, Columbia, KY 42728 USA Gazi Mohammad Moinul Haque , Department of Information Technology, Washington University of Science and Technology (wust), Vienna, VA 22182 Yeasin Arafat , Department of Information Technology Service Administration and Management, St. Francis College, 179 Livingston St, Brooklyn, NY 11201Abstract
The increased speed at which Artificial Intelligence (AI) is integrated in Information Systems (IS) is the paradigm shift in the way organizations operate, manage their data and make decisions. In this paper, the authors are going to address the multidimensional role of AI in new IS, which is characterized by both the opportunities to transform it and the urgency of challenges related to this technology. That is why the research is based on a data-driven approach, which is cross-sectional since the current paper examines empirical studies and real-life case examples and provides statistical researches in high-impact journals and technology reports around the world to study how AI technologies: e.g., machine learning, natural language processing, intelligent automation, and others redesign IS architectures across industries. The study reveals a huge improvement of operational efficiency, cost-saving, accuracy of data processing and real-time decision making. Nonetheless, it is also revealing the challenges (such as; algorithmic biases, data governance issues, ethical concerns, and cybersecurity risks). On the thematic review of 25+ credible studies, it will be found that whereas the AI-driven IS enhances scaling and responsiveness, its adoption process is not always smooth due to the lack of technical preparedness, compliance with regulations, and skepticism towards the use of AI in the decision-making process. This paper is novel because of integrating the analysis of the opportunities and the challenges, providing the balanced picture with estimable figures. The results indicate that there is strategic alignment that is required between AI innovations with IS governance framework to realize full potential of AI. Suggestions to design ethical, resilient, as well as efficient AI-augmented IS infrastructures are presented to businesses, policymakers, and system designers. It can be argued that the present paper would serve the community of academia and the field of industry strategy by laying out the step-by-step framework that involves the sustainable and secure development of AI within corporate IS ecosystems.
Keywords
Artificial Intelligence, Information Systems, Digital Transformation, Business Analytics, Technological Integration
References
Brynjolfsson E, McAfee A. The business of artificial intelligence. Harv Bus Rev. 2017;95(1):1-40.
Davenport TH. The AI advantage: how to put the artificial intelligence revolution to work. Cambridge: MIT Press; 2018.
McKinsey Global Institute. Notes from the AI frontier: modeling the impact of AI on the world economy. New York: McKinsey & Company; 2018 Sep.
Lee J, Davari H, Singh J, Pandhare V. Industrial AI: applications for sustainable manufacturing. IEEE Trans Ind Inform. 2020;16(1):331-340.
Deloitte Insights. AI and fraud detection: a game changer for financial institutions. 2021 Mar.
Esteva A, Kuprel B, Novoa RA, et al. Dermatologist-level classification of skin cancer with deep neural networks. Nature. 2017;542(7639):115-118.
Wamba SF, Gunasekaran A, Akter S, Ren SJ. Big data analytics and firm performance: effects of dynamic capabilities. J Bus Res. 2017;70:356-365.
Mehrabi N, Morstatter F, Saxena N, Lerman K, Galstyan A. A survey on bias and fairness in machine learning. ACM Comput Surv. 2021;54(6):1-35.
Reuters Investigates. Amazon scraps secret AI recruiting tool that showed bias against women. 2018 Oct 10.
Obermeyer Z, Powers B, Vogeli C, Mullainathan S. Dissecting racial bias in an algorithm used to manage the health of populations. Science. 2019;366(6464):447-453.
Floridi L, Cowls J, Beltrametti M, et al. AI4People - an ethical framework for a good AI society. Nat Mach Intell. 2020;2(1):5-7.
High-Level Expert Group on AI. Ethics guidelines for trustworthy AI. Brussels: European Commission; 2019 Apr.
Schneier B. AI and the future of cybersecurity. MIT Technol Rev. 2020 Jan 15.
IBM Security. Cost of a data breach report 2023. Armonk: IBM; 2023.
General Data Protection Regulation (GDPR). Article 22 - automated individual decision-making. Off J Eur Union. 2016;L119:1-88.
MIT Sloan Management Review and Boston Consulting Group. Winning with AI. 2023.
Cowls J, Tsamados A, Taddeo M, Floridi L. The AI gambit: leveraging artificial intelligence to combat climate change. Nat Clim Chang. 2021;11(1):518-527.
Frey CB, Osborne MA. The future of employment: how susceptible are jobs to computerisation? Technol Forecast Soc Change. 2017;114:254-280.
Topol E. Deep medicine: how artificial intelligence can make healthcare human again. New York: Basic Books; 2019.
U.S. Food and Drug Administration. Artificial intelligence/machine learning (AI/ML)-based software as a medical device. 2021 Jan.
Kagermann H, Wahlster W, Helbig J. Recommendations for implementing the strategic initiative Industrie 4.0. Berlin: National Academy of Science and Engineering; 2013.
Forbes Insights. AI in retail: transforming customer experience. 2022.
Dellermann D, Calma A, Lipusch N, et al. The future of human-AI collaboration. MIS Q. 2021;45(3):1431-1450.
Shi W, Cao J, Zhang Q, Li Y, Xu L. Edge computing: vision and challenges. IEEE Internet Things J. 2016;3(5):637-646.
Biamonte J, Wittek P, Pancotti N, et al. Quantum machine learning. Nature. 2017;549(7671):195-202.
Russell S, Norvig P. Artificial intelligence: a modern approach. 4th ed. London: Pearson; 2020.
Arrieta AB, Díaz-Rodríguez N, Del Ser J, et al. Explainable AI: concepts, taxonomies, opportunities and challenges. Inf Fusion. 2020;58:82-115.
Stone P, Brooks R, Brynjolfsson E, et al. Artificial intelligence and life in 2030. Stanford: One Hundred Year Study on AI; 2016.
Zhang J, Zheng Y, Qi D. Deep spatio-temporal residual networks for citywide crowd flows prediction. AAAI. 2017;31(1).
Jobin A, Ienca M, Vayena E. The global landscape of AI ethics guidelines. Nat Mach Intell. 2019;1(9):389-399.
Cath C, Wachter S, Mittelstadt B, et al. Artificial intelligence and the 'good society'. Sci Eng Ethics. 2018;24(2):505-528.
U.S. Food and Drug Administration. Digital health software precertification (Pre-Cert) program. 2019.
Zhang BH, Lemoine B, Mitchell M. Mitigating unwanted biases with adversarial learning. AAAI/ACM Conf AI Ethics Soc. 2018.
Dwork C, Roth A. The algorithmic foundations of differential privacy. Found Trends Theor Comput Sci. 2014;9(3-4):211-407.
Alsheibani S, Cheung Y, Messom C. AI adoption. In: Proceedings of the 51st Hawaii International Conference on System Sciences. 2018.
Benbya H, Davenport TH, Pachidi S. Artificial intelligence in organizations. MIS Q Exec. 2021;20(1).
Wilson HJ, Daugherty PR, Bianzino N. The jobs that artificial intelligence will create. MIT Sloan Manag Rev. 2017;58(4).
Acemoglu D, Restrepo P. Artificial intelligence, automation and work. NBER Working Paper No. 24196. 2018.
Vinuesa R, Azizpour H, Leite I, et al. The role of artificial intelligence in achieving sustainable development goals. Nat Commun. 2020;11(1):233.
Strubell E, Ganesh A, McCallum A. Energy and policy considerations for deep learning in NLP. ACL. 2019.
Schwartz R, Dodge J, Smith NA, Etzioni O. Green AI. Commun ACM. 2020;63(12):54-63.
Google AI. AI for social good. 2022.
Dwivedi YK, Hughes L, Ismagilova E, et al. Artificial intelligence for decision making. Int J Inf Manage. 2021;57:102304.
Raisch S, Krakowski S. Artificial intelligence and management. Acad Manage J. 2021;64(1):5-19.
Szegedy C, Zaremba W, Sutskever I, et al. Intriguing properties of neural networks. ICLR. 2014.
Goodfellow IJ, Shlens J, Szegedy C. Explaining and harnessing adversarial examples. ICLR. 2015.
Zuboff S. The age of surveillance capitalism. New York: PublicAffairs; 2019.
Taddeo M, Floridi L. How AI can be a force for good. Science. 2018;361(6404):751-752.
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Mohammad Majharul Islam, MD Nadil khan, Kirtibhai Desai, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). AI-Powered Business Intelligence in IT: Transforming Data into Strategic Solutions for Enhanced Decision-Making. The American Journal of Engineering and Technology, 7(02), 59–73. https://doi.org/10.37547/tajet/Volume07Issue02-09.
Saif Ahmad, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Esrat Zahan Snigdha. (2025). Optimizing IT Service Delivery with AI: Enhancing Efficiency Through Predictive Analytics and Intelligent Automation. The American Journal of Engineering and Technology, 7(02), 44–58. https://doi.org/10.37547/tajet/Volume07Issue02-08.
Esrat Zahan Snigdha, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, MD Mahbub Rabbani, & Saif Ahmad. (2025). AI-Driven Customer Insights in IT Services: A Framework for Personalization and Scalable Solutions. The American Journal of Engineering and Technology, 7(03), 35–49. https://doi.org/10.37547/tajet/Volume07Issue03-04.
MD Mahbub Rabbani, MD Nadil khan, Kirtibhai Desai, Mohammad Majharul Islam, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Human-AI Collaboration in IT Systems Design: A Comprehensive Framework for Intelligent Co-Creation. The American Journal of Engineering and Technology, 7(03), 50–68. https://doi.org/10.37547/tajet/Volume07Issue03-05.
Kirtibhai Desai, MD Nadil khan, Mohammad Majharul Islam, MD Mahbub Rabbani, Saif Ahmad, & Esrat Zahan Snigdha. (2025). Sentiment analysis with ai for it service enhancement: leveraging user feedback for adaptive it solutions. The American Journal of Engineering and Technology, 7(03), 69–87. https://doi.org/10.37547/tajet/Volume07Issue03-06.
Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, MahamSaeed, Abdullah al mamun, Esrat Zahan Snigdha, MD Nadil khan, NahidKhan, & MD Mohaiminul Hasan. (2025). Big Data and Machine Learning inHealthcare: A Business Intelligence Approach for Cost Optimization andService Improvement. The American Journal of Medical Sciences andPharmaceutical Research, 115–135.https://doi.org/10.37547/tajmspr/Volume07Issue0314.
Maham Saeed, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Mohammad Tonmoy Jubaear Mehedy, Esrat Zahan Snigdha, Abdullah al mamun, & MD Nadil khan. (2025). The Impact of AI on Healthcare Workforce Management: Business Strategies for Talent Optimization and IT Integration. The American Journal of Medical Sciences and Pharmaceutical Research, 7(03), 136–156. https://doi.org/10.37547/tajmspr/Volume07Issue03-15.
Muhammad Saqib Jalil, Esrat Zahan Snigdha, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Abdullah al mamun, MD Nadil khan, & Nahid Khan. (2025). AI-Powered Predictive Analytics in Healthcare Business: Enhancing OperationalEfficiency and Patient Outcomes. The American Journal of Medical Sciences and Pharmaceutical Research, 93–114. https://doi.org/10.37547/tajmspr/Volume07Issue03-13.
Esrat Zahan Snigdha, Muhammad Saqib Jalil, Fares Mohammed Dahwal, Maham Saeed, Mohammad Tonmoy Jubaear Mehedy, Abdullah al mamun, MD Nadil khan, & Syed Kamrul Hasan. (2025). Cybersecurity in Healthcare IT Systems: Business Risk Management and Data Privacy Strategies. The American Journal of Engineering and Technology, 163–184. https://doi.org/10.37547/tajet/Volume07Issue03-15.
Abdullah al mamun, Muhammad Saqib Jalil, Mohammad Tonmoy Jubaear Mehedy, Maham Saeed, Esrat Zahan Snigdha, MD Nadil khan, & Nahid Khan. (2025). Optimizing Revenue Cycle Management in Healthcare: AI and IT Solutions for Business Process Automation. The American Journal of Engineering and Technology, 141–162. https://doi.org/10.37547/tajet/Volume07Issue03-14.
Hasan, M. M., Mirza, J. B., Paul, R., Hasan, M. R., Hassan, A., Khan, M. N., & Islam, M. A. (2025). Human-AI Collaboration in Software Design: A Framework for Efficient Co Creation. AIJMR-Advanced International Journal of Multidisciplinary Research, 3(1). DOI: 10.62127/aijmr.2025.v03i01.1125
Mohammad Tonmoy Jubaear Mehedy, Muhammad Saqib Jalil, Maham Saeed, Esrat Zahan Snigdha, Nahid Khan, MD Mohaiminul Hasan.The American Journal of Medical Sciences and Pharmaceutical Research, 7(3). 115-135.https://doi.org/10.37547/tajmspr/Volume07Issue03-14.
Junaid Baig Mirza, MD Mohaiminul Hasan, Rajesh Paul, Mohammad Rakibul Hasan, Ayesha Islam Asha. AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1123 .
Mohammad Rakibul Hasan, MD Mohaiminul Hasan, Junaid Baig Mirza, Ali Hassan, Rajesh Paul, MD Nadil Khan, Nabila Ahmed Nikita.AIJMR-Advanced International Journal of Multidisciplinary Research, Volume 3, Issue 1, January-February 2025 .DOI: 10.62127/aijmr.2025.v03i01.1124.
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