AI in Consulting Services : Applications, Challenges, and Ethical Insights
DOI:
https://doi.org/10.17010/ijcs/2024/v9/i6/174711Keywords:
Artificial Intelligence (AI)
, AI in Consulting, business strategy optimization, consulting automation, ethical AI, Generative AI, management consulting.Paper Submission Date
, October 3, 2024, Paper sent back for Revision, October 23, Paper Acceptance Date, November 10, Paper Published Online, December 5, 2024Abstract
The rapid advancement of Artificial Intelligence (AI) and generative AI technologies is transforming industries worldwide, and the consulting sector is no exception. This research paper provides a comprehensive exploration of how AI is reshaping the consulting landscape. The study begins with an introduction to AI and generative AI, highlighting their potential to revolutionize various aspects of business and technology. It then offers an overview of the global consulting sector, emphasizing the critical role of management consulting in driving business strategy, innovation, and organizational efficiency. The study delves into the integration of AI into consulting services, discussing how AI tools and technologies are being adopted to enhance the value and effectiveness of consulting engagements. A detailed literature review is presented, analyzing existing research on AI applications in consulting, and identifying key trends and developments in the field. The study categorizes the applications of AI in consulting into several key areas: automation of routine tasks, improving decision-making processes, providing customized client services, developing novel business strategies, and optimizing supply chain operations. These applications demonstrate AI’s ability to significantly enhance the efficiency, accuracy, and scope of consulting services. Practical use cases from leading global consulting firms, such as Boston Consulting Group (BCG), PricewaterhouseCoopers (PwC), Ernst & Young (E&Y), Infosys, and IBM, are examined to illustrate how AI is being implemented in real-world consulting scenarios. These examples showcase how AI-driven solutions are being utilized to solve complex business problems, enhance client engagement, and deliver innovative services that were previously unattainable. The research also addresses the ethical challenges associated with the implementation of AI in consulting. Key ethical concerns discussed include the need for transparency and disclosures in AI-driven recommendations, the importance of privacy and data protection, the risk of bias in algorithmic decision-making and the implications of AI training methodologies. To conclude, the paper asserts that AI is making a positive and transformative impact on the consulting sector. It emphasises that AI is not only enhancing the capabilities of consulting firms but also driving significant changes in how consulting services are delivered, thereby creating new opportunities for innovation and growth. The study underscores the importance of addressing the ethical considerations associated with AI to ensure that its integration into consulting services is both effective and responsible.Downloads
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“What is Artificial Intelligence?†GeeksforGeeks, Aug. 21, 2024. https://www.geeksforgeeks.org/artificial-intelligence-an-introduction/
A. Y. Aleryani, “Refutation of Artificial Intelligence Myth"Artificial Intelligence will ultimately replace human employees, " (Reality and Fiction),†Int. J. Digit. Inf. Wireless Communications, vol. 9, no. 1, pp. 1–7, Jan. 2019, doi: 10.17781/p002546.
C. Cemaloglu, J. Chia, and J. Tam, “Agency and AI in consulting: Pathways to prioritize agency enhancing automations,†Ethnographic Praxis Industry Conf. Proc., vol. 2019, no. 1, pp. 533–553, Nov. 2019, doi: 10.1111/1559-8918.2019.01306.
E. L. Crișan and L. Stanca, “The digital transformation of management consulting companies: A qualitative comparative analysis of Romanian industry,†Inf. Syst. e-Business Manage., vol. 19, no. 4, pp. 1143–1173, Jul. 2021, doi: 10.1007/s10257-021-00536-1.
Fenwick and G. Molnar, “The importance of humanizing AI: Using a behavioral lens to bridge the gaps between humans and machines,†Discover Artif. Intell., vol. 2, Art no. 14, no. 1, Aug. 2022, doi: 10.1007/s44163-022-00030-8.
A . Ginguta , P. Ștefea, G. G. Noja, and V. P. Munteanu, “Ethical impacts, risks and challenges of Artificial Intelligence technologies in business consulting: A new modelling approach based on structural equations,†Electronics, vol. 12, no. 6, p. 1462, Mar. 2023, doi: 10.3390/electronics12061462.
M. H. Jarrahi, “Artificial Intelligence and the future of work: Human-AI symbiosis in organizational decision making,†Bus. Horizons, vol. 61, no. 4, pp. 577–586, Apr. 2018, doi: 10.1016/j.bushor.2018.03.007.
T. Karakose and M. Demirkol et al., “A Conversation with ChatGPT about digital leadership and technology integration: Comparative analysis based on human–AI collaboration,†Administ. Sciences, vol. 13, no. 7, p. 157, Jun. 2023, doi: 10.3390/admsci13070157.
S. K. Mohan, “Management consulting in the Artificial Intelligence – LLM era,†Manage. Consulting J., vol. 7, no. 1, pp. 9–24, Jan. 2024, doi: 10.2478/mcj-2024-0002.
E. Oarue-Itseuwa, “Artificial Intelligence's impact of the management consultancy sector over the next five years,†Manage. Consulting J., vol. 7, no. 1, pp. 49–58, Jan. 2024, doi: 10.2478/mcj-2024-0005.
K. Samokhvalov, “The transformative impact of artificial intelligence on the management consultancy sector,†Manage. Consulting J., vol. 7, no. 1, pp. 59–68, Feb. 2024, doi: 10.2478/mcj-2024-0006.
M. Sayyadi, L. Collina, and M. J. Provitera, “The end of management consulting as we know it?,†Manage. Consulting J., vol. 6, no. 2, pp. 67–77, Jun. 2023, doi: 10.2478/mcj-2023-0009.
M. Spring, J. Faulconbridge, and A. Sarwar, “How information technology automates and augments processes: Insights from Artificial Intelligence based systems in professional service operations,†J. Operations Manage., vol. 68, no. 6–7, pp. 592–618, Sep. 2022, doi: 10.1002/joom.1215.
D. Faggella, “AI in the accounting big four – Comparing Deloitte, PwC, KPMG, and EY,†Emerj Artif. Intell. Res., Apr. 03, 2020. [Online]. Available: https://emerj.com/ai-sector-overviews/ai-in-the-accounting-big-four-comparing-deloitte-pwc-kpmg-and-ey/
L. Mortlock, Ernst & Young Global Limited. [Online]. Available: https://www.ey.com/en_ca/people/lance-mortlock
L. Mortlock, "AI: The new frontier for scenario planning." EY. https://www.ey.com/en_ca/insights/consulting/ai-the-new-frontier-for-scenario-planning
T. H. Davenport and R. Bean, “Companies are making serious money with AI.†MIT Sloan Manage. Review. [Online]. Available: https://sloanreview.mit.edu/article/companies-are-making-serious-money-with-ai/
“Consulting service market size, share and forecast 2029.†Exactitude Consultancy. [Online]. Available: https://exactitudeconsultancy.com/reports/11345/consulting-service-market/#:~:text=The%20global%20consulting%20service%20market,fee%20is%20defined%20as%20consulting
C. Gregory, “Ethical implications of AI in consulting: A deep dive.†Tom Spencer. [Online]. Available: https://www.spencertom.com/2023/04/15/ethical-implications-of-ai-in-consulting-a-deep-dive/
“Generative AI to become a $1.3 trillion market by 2032, research finds.†Bloomberg.com. [Online]. Available: https://www.bloomberg.com/company/press/generative-ai-to-become-a-1-3-trillion-market-by-2032-research-finds/
“How AI is reshaping the consulting industry.†IRG. [Online]. Available: https://irgexecutivesearch.com/insight/the-emergence-of-ai/#:~:text=AI%20technologies%2C%20such%20as%20natural,recommendations%20to%20clients%20more%20efficiently
“Artificial Intelligence market size, share & trends analysis report by solution, by technology (Deep Learning, Machine Learning, NLP, Machine Vision, Generative AI), by function, by end-use, by region, and segment forecasts, 2024 – 2030.†Grand View Research. [Online]. Available: https://www.grandviewresearch.com/industry-analysis/artificial-intelligence-ai-market
P. Garg, "The future of consulting in the age of Generative AI." EY. [Online]. Available: https://www.ey.com/en_in/insights/consulting/the-future-of-consulting-in-the-age-of-generative-ai
“Global Management Consulting Market to 2028 : Players Include IBM, Accenture, Deloitte, KPMG, and Capgemini.†GlobeNewswire. [Online]. Available: https://www.globenewswire.com/en/news-release/2023/07/07/2700980/28124/en/Global-Management-Consulting-Market-to-2028-Players-Include-IBM-Accenture-Deloitte-KPMG-and-Capgemini.html
“Big 4 accounting firm KPMG to invest $2 billion in AI, cloud services.†The Economic Times. [Online]. Available: https://economictimes.indiatimes.com/tech/technology/big-4-accounting-firm-kpmg-to-invest-2-billion-in-ai-cloud-services/articleshow/101687385.cms?from=mdr
“Infosys signs deal for AI-led development, to spend about $2 billion over five years.†Times of India. [Online]. Available: https://timesofindia.indiatimes.com/gadgets-news/infosys-signs-deal-for-ai-led-development-to-spend-about-2-billion-over-five-years/articleshow/101857375.cms
“Will AI replace consulting companies?†Medium. [Online]. Available: https://medium.com/@creatix/will-ai-replace-consulting-companies-cb8c833fd43f
C. King and A. Jackson, “Top 10 consulting companies for Artificial Intelligence.†Bus. Chief. [Online]. Available: https://businesschief.com/top10/top-10-consulting-companies-for-artificial-intelligence
A. Mok, “EY has created its own large-language model — and says it will train all 400,000 employees to use it as part of a $1.4 billion investment.†Bus. Insider. [Online]. Available: https://www.businessinsider.in/tech/news/ey-has-created-its-own-large-language-model-and-says-it-will-train-all-400000-employees-to-use-it-as-part-of-a-1-4-billion-investment/articleshow/103659792.cms
C. Hughes, “AI in management consulting: Emerging solutions and a path forward.†Forbes, Sep. 26, 2023. [Online]. Available: https://www.forbes.com/councils/forbesbusinesscouncil/2023/09/26/ai-in-management-consulting-emerging-solutions-and-a-path-forward/
D. Pontefract, “Harvard and BCG unveil the double-edged sword of AI in the workplace.†Forbes. [Online]. Available: https://www.forbes.com/sites/danpontefract/2023/09/29/harvard-and-bcg-unveil-the-double-edged-sword-of-ai-in-the-workplace/?sh=3a36e9363f9f
N. Sheynin, “Generative AI in consulting: Benefits, risks, and use cases.†AlphaSense. [Online]. Available: https://www.alpha-sense.com/blog/trends/generative-ai-consulting/
“AI in management consulting: Automation's impact.†Technopak Advisors. [Online]. Available: https://www.technopak.com/ai-in-management-consulting-will-automation-disrupt-advisory-services/
H. Laffitte, “Global management consulting industry: A Comprehensive Guide (2023).†Consulting Quest. [Online]. Available: https://consultingquest.com/insights/global-management-consulting-industry/
“Global Artificial Intelligence market size to worth USD 2,760.3 billion by 2032 |CAGR of 32.5%.†GlobeNewswire News Room. [Online]. Available: https://www.globenewswire.com/en/news-release/2023/12/12/2794889/0/en/Global-Artificial-Intelligence-Market-Size-To-Worth-USD-2-760-3-Billion-By-2032-CAGR-of-32-5.html
I. Petrova, “AI-enabled decision-making: Enhancing productivity and agility.†Evalueserve, Dec. 13, 2023. [Online]. Available: https://www.evalueserve.com/blog/ai-enabled-decision-making-enhancing-productivity-and-agility-in-organizations/#:~:text=By%20processing%20data%20rapidly%20and,to%20make%20more%20informed%20choices
Zharovskikh, “AI and management consulting: Revolutionizing business strategy.†Int. Council Manage. Consulting Institutes. [Online]. Available: https://www.cmc-global.org/sites/default/files/public/ai_white_paper_-_icmci_2024.pdf
Lindner, “Key consulting industry statistics: Growth, revenue, salaries, market share.†Gitnux. [Online]. Available: https://gitnux.org/consulting-industry-statistics/
“Artificial intelligence in consulting: 10 opportunities and 10 risks.†PrepLounge. [Online]. Available: https://www.preplounge.com/en/articles/artificial-intelligence-in-consulting-10-opportunities-and-10-risks
M. Rouse, “Generative AI.†Techopedia. [Online]. Available: https://www.techopedia.com/definition/34633/generative-ai#:~:text=Generative%20AI%20(genAI)%20is%20a,with%20the%20same%20statistical%20properties
G. Lawton, “What is Gen AI? Generative AI explained.†Techtarget. [Online]. Available: https://www.techtarget.com/searchenterpriseai/definition/generative-AI
A. Joshi, “Top AI statistics and trends.†Forbes. [Online]. Available: https://www.forbes.com/advisor/in/business/ai-statistics/
A. S. Rao and G. Veweij et al., “Sizing the prize: What's the real value of AI for your business and how can you capitalize?†PwC Global. [Online]. Available: https://www.pwc.com/gx/en/issues/analytics/assets/pwc-ai-analysis-sizing-the-prize-report.pdf
“Generate text, images, code, and more with Google Cloud AI.†Google Cloud. [Online]. Available: https://cloud.google.com/use-cases/generative-ai
“PCS – Scope of Consultancy.†PCS Management Consultancy Pvt. Ltd. [Online]. Available: https://pcsmcpl.com/scope.html
Ted, “AI's impact on management consulting.†Qatalyst. [Online]. Available: https://qatalyst.ca/blog/post/ai-impact-on-consulting
M. Liberman, “AI in consulting: How to future-proof your consulting business.†[Online]. Available: https://www.melisaliberman.com/blog/ai-in-consulting
“Why AI will never replace humans.†Antino. [Online]. Available: https://www.antino.com/blog/why-ai-never-replace-humans
"Automated document review." Deloitte. [Online]. Available: https://www2.deloitte.com/us/en/pages/about-deloitte/articles/business-innovation-automated-document-review.html
"Robotic Process Automation (RPA)." EY. [Online]. Available: https://www.ey.com/en_in/tax/robotic-process-automation-rpa
"Harnessing the power of AI to transform the detection of fraud and error." PwC. [Online]. Available: https://www.pwc.com/gx/en/about/stories-from-across-the-world/harnessing-the-power-of-ai-to-transform-the-detection-of-fraud-and-error.html
"Lead in the age of generative AI." Accenture. [Online]. Available: https://www.accenture.com/in-en/services/data-ai
"Scaling AI in the supply chain to improve intelligence." Accenture. [Online]. Available: https://www.accenture.com/in-en/insights/artificial-intelligence/reinventing-the-supply-chain
J. Atkinson and M. Kande, "PwC US makes $1 billion investment to expand and scale AI capabilities." PwC. [Online]. Available: https://www.pwc.com/us/en/tech-effect/ai-analytics/scaling-ai-capabilities-with-generative-investment.html
"Accenture to invest $3 billion in AI to accelerate clients' reinvention." Accenture. [Online]. Available: https://newsroom.accenture.com/news/2023/accenture-to-invest-3-billion-in-ai-to-accelerate-clients-reinvention#:~:text=Accenture%20to%20Invest%20%243%20Billion%20in%20AI%20to%20Accelerate%20Clients%E2%80%99%20Reinvention
N. Duggal, “What is Artificial Intelligence? How AI works & key concepts.†Simplilearn.com. [Online]. Available: https://www.simplilearn.com/tutorials/artificial-intelligence-tutorial/what-is-artificial-intelligence
“Sustainability.†Bain & Company. [Online]. Available: https://www.bain.com/consulting-services/sustainability-corporate-responsibility/