GENERATIVE AI IN DIGITAL TRANSFORMATION: OPPORTUNITIES AND CHALLENGES

Authors

  • Saurabh Garg Ernst & Young US LLP, USA Author

Keywords:

Generative Artificial Intelligence, Digital Transformation, Dynamic Modeling, Stakeholder Engagement, Data Governance

Abstract

This article explores the transformative role of Generative Artificial Intelligence (GenAI) in digital transformation, examining its evolution from static to dynamic modeling approaches and its impact across various organizational dimensions. It explores how GenAI enables advanced simulation capabilities, enhances business case development, and improves stakeholder engagement while addressing implementation challenges including technical integration, ethical considerations, and data governance. The article demonstrates how organizations can leverage GenAI for improved decision-making, resource optimization, and strategic planning while highlighting the importance of structured implementation approaches and future considerations for successful adoption.

References

Martina Caronte, et al., "Generative AI: the economic value potential and the next productivity frontier," Medium, 2024. [Online]. Available: https://medium.com/@marti.caronte/generative-ai-the-economic-value-potential-and-the-next-productivity-frontier-2a639993eaba

Kostis Chlouverakis, "Financial Services: Industry in Transformation - Generative AI India Report," EY, 2024. [Online]. Available: https://www.ey.com/en_gr/insights/financial-services/how-artificial-intelligence-is-reshaping-the-financial-services-industry

Gartner, "The Future of Enterprise Applications: IT’s Role in Funding Innovation," Gartner Research, 2023. [Online]. Available: https://www.gartner.com/en/documents/5606791

PnParviainen, et al., "Digital transformation: A review and research agenda," European Management Journal, Volume 41, Issue 6, 2023. [Online].Available: https://www.sciencedirect.com/science/article/pii/S0263237322001219

IDC, "Unlock The Potential Of GenAI Use Cases Across Your Enterprise," International Data Corporation, 2023. [Online]. Available: https://www.idc.com/ap/resource-center/generative-ai/use-cases

Gartner, "9 Economic Implications of GenAI for Strategic Decision Making," Gartner Research, 2023. [Online]. Available: https://www.gartner.com/en/documents/5042831

Alexander Löffler,et al., "Simulation games for the digital transformation of business processes: Development and application of two prototypes from the automotive and online retail

sector," IEEE Transactions on Engineering Management, Volume 44, Issue 3, 2018. [Online]. Available: https://ieeexplore.ieee.org/abstract/document/8363407

Neurond,"Measuring Generative AI ROI: Key Metrics and Strategies," Neurond Digital Intelligence, 2023. [Online]. Available:https://www.neurond.com/blog/generative-ai-roi

Apoorva Verma, "Empowering Enterprises: The Impact of GenAI Driven Data Analytics on Digital Transformation," Newfangled, 2024. [Online]. Available: https://newfangled.io/blog/genai-driven-data-analytics-for-enterprises/

Massimo Pirozzi,"The Stakeholder Perspective in the Generative Artificial Intelligence Scenario," PM World Journal, Volume XII, Issue II, 2024.[Online]. Available: https://pmworldjournal.com/article/the-stakeholder-perspective-in-the-generative-artificial-intelligence-scenario

Anshika Mathews, "7 AI Implementation Challenges Every Senior Leader Should Prepare For," AIM Research, 2024. [Online]. Available: https://aimresearch.co/market-industry/7-ai-implementation-challenges-every-senior-leader-should-prepare-for

Ambilio,"Data Governance Strategy for Generative AI Adoption," Ambilio Research. [Online]. Available: https://ambilio.com/data-governance-strategy-for-generative-ai-adoption/

Gartner, "3 Bold and Actionable Predictions for the Future of GenAI," Gartner Research, 2024. [Online]. Available: https://www.gartner.com/en/articles/3-bold-and-actionable-predictions-for-the-future-of-genai

World Economic Forum, "What can we expect of next-generation generative AI models?," 2024. [Online]. Available: https://www.weforum.org/stories/2024/05/next-generation-generative-ai/

Published

2025-02-20

How to Cite

Saurabh Garg. (2025). GENERATIVE AI IN DIGITAL TRANSFORMATION: OPPORTUNITIES AND CHALLENGES. INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGY (IJRCAIT), 8(1), 3006-3016. https://ijrcait.com/index.php/home/article/view/IJRCAIT_08_01_217