TY - JOUR
T1 - THREATS OR OPPORTUNITIES? ENHANCING FIRM PERFORMANCE IN THE ERA OF GENERATIVE AI
AU - Lee, Seung Jong
AU - Lehmann, Julian
AU - Chae, Heewon
AU - Shin, Donghyuk
AU - Auh, Seigyoung
AU - Han, Sang Pil
N1 - Publisher Copyright:
© 2025 Academy of Management. All rights reserved.
PY - 2024
Y1 - 2024
N2 - Despite the emerging prominence of generative artificial intelligence in the business community, it presents uncertainties to managers that impede its adoption. We address critical research questions that elucidate the impact of integrating Gen AI within a firm’s existing services on a firm’s proprietary assets, and the financial viability of such a move. We investigate the potential of Gen AI to complement or substitute for existing services, with a focus on its impact on user engagement and its a firm’s profit. Our findings reveal that RAG serves as a complementary asset to Gen AI, enhancing user engagement of existing services.
AB - Despite the emerging prominence of generative artificial intelligence in the business community, it presents uncertainties to managers that impede its adoption. We address critical research questions that elucidate the impact of integrating Gen AI within a firm’s existing services on a firm’s proprietary assets, and the financial viability of such a move. We investigate the potential of Gen AI to complement or substitute for existing services, with a focus on its impact on user engagement and its a firm’s profit. Our findings reveal that RAG serves as a complementary asset to Gen AI, enhancing user engagement of existing services.
UR - http://www.scopus.com/inward/record.url?scp=85208183389&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85208183389&partnerID=8YFLogxK
U2 - 10.5465/AMPROC.2024.162bp
DO - 10.5465/AMPROC.2024.162bp
M3 - Conference article
AN - SCOPUS:85208183389
SN - 0065-0668
VL - 2024
JO - Academy of Management Annual Meeting Proceedings
JF - Academy of Management Annual Meeting Proceedings
IS - 1
T2 - 84th Annual Meeting of the Academy of Management, AOM 2024
Y2 - 9 August 2024 through 13 August 2024
ER -