Main Article Content
Abstract
This study explores how artificial intelligence reshapes business strategies through synergistic effects between digital thinking, change management, and cross-cultural leadership in organizational transformation processes. Based on multi-source public data from 450 global enterprises across technology, manufacturing, finance, and retail sectors, this research integrates structural equation modeling, in-depth case analysis of 20 extreme cases, and machine learning prediction methods to construct and validate an “AI-Driven Strategic Triple Helix Evolution Framework” through seven interrelated hypotheses. Empirical findings confirm that organizational transformation plays the role of a core mediating hub (R2=0.64), connecting AI capabilities to strategic reconstruction, while the interaction with the three elements of synergy adds an additional 11% of explanatory power to it (ΔR2=0.11, P<0.001). Six strategic paths are differentiated in this research: AI-native (12%), platform transformation (23%), ecosystem orchestration (18%), niche specialization (21%), hybrid innovation (17%), and conservative following (9%), with significant cultural context dependence. Cross-cultural leadership shows the greatest moderating effect on high power distance cultures (β=0.38). The framework goes beyond the traditional technology-organization-environment models in unfolding dynamic co-evolution mechanisms among technological capabilities, cognitive reconstruction, and cultural adaptation. Machine learning models further predict 70% of enterprises participating in ecosystem strategies by 2030, and a digital mindset contributes 34.2% to strategic innovation prediction.
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Article Details
References
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- R. Chhatre and S. Singh, "AI and organizational change: Dynamics and management strategies," Available at SSRN 4845917, 2024.
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References
H. Benbya, T. H. Davenport, and S. Pachidi, "Artificial intelligence in organizations: Current state and future opportunities," MIS Quarterly Executive, vol. 19, no. 4, 2020.
G. Vial, "Understanding digital transformation: A review and a research agenda," Managing digital transformation, pp. 13-66, 2021.
F. Kitsios and M. Kamariotou, "Artificial intelligence and business strategy towards digital transformation: A research agenda," Sustainability, vol. 13, no. 4, p. 2025, 2021.
A. Salih, Cross-cultural leadership: Being effective in an era of globalization, digital transformation and disruptive innovation. Routledge, 2020.
J. Menzies, B. Sabert, R. Hassan, and P. K. Mensah, "Artificial intelligence for international business: Its use, challenges, and suggestions for future research and practice," Thunderbird International Business Review, vol. 66, no. 2, pp. 185-200, 2024.
P. Goldmann, B. Schäfer, and C. Altendorfer, "Development and validation of the digital mindset scale," Journal of Business Research, vol. 199, p. 115554, 2025.
J. Holmström and J. Magnusson, "Navigating the organizational AI journey: The AI transformation framework," Business Horizons, 2025.
W. Alhyasat, E. Alhyasat, and S. A. Khattab, "Technology trends in strategic management in the AI era: Systematic literature review," Human Systems Management, p. 01672533251322396, 2025.
P. Mikalef and M. Gupta, "Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance," Information & management, vol. 58, no. 3, p. 103434, 2021.
D. Coello-Montecel and P. Ochoa Pacheco, "Digital Organizational Culture Scale: Psychometric Properties and Measurement Invariance of the Spanish Version," Human Behavior and Emerging Technologies, vol. 2025, no. 1, p. 7366964, 2025.
K.-L. Tan, P.-F. Yeap, K. C.-K. Cheong, and S. R. Loganathan, "Crafting an organizational strategy for the new era: a qualitative study of artificial intelligence transformation in a homegrown Singaporean hotel chain," Business Process Management Journal, vol. 31, no. 8, pp. 104-123, 2025.
A. Caputo, S. Pizzi, M. M. Pellegrini, and M. Dabić, "Digitalization and business models: Where are we going? A science map of the field," Journal of business research, vol. 123, pp. 489-501, 2021.
G. Sarvari, S. Razeghi, and H. Mahmoudian, "Validation of the Model on the Impact of Leader's Cultural Intelligence on Organizational Performance Empowerment Considering the Mediating Role of Organizational Structure," Management Strategies and Engineering Sciences, vol. 6, no. 5, pp. 152-163, 2024.
A. R. Doshi, J. J. Bell, E. Mirzayev, and B. S. Vanneste, "Generative artificial intelligence and evaluating strategic decisions," Strategic Management Journal, vol. 46, no. 3, pp. 583-610, 2025.
S. K. Roy et al., "Business model innovation through AI adaptation: the role of strategic human resources management," British Journal of Management, vol. 36, no. 2, pp. 546-559, 2025.
L. Chen, R. Tu, B. Huang, H. Zhou, and Y. Wu, "Digital transformation's impact on innovation in private enterprises: Evidence from China," Journal of Innovation & Knowledge, vol. 9, no. 2, p. 100491, 2024.
S. Cyfert, W. Dyduch, W. Szumowski, and G. Prause, "Are we ready for digital transformation? The role of organizational culture, leadership and competence in building digital advantage," Central European Management Journal, vol. 33, no. 2, pp. 219-231, 2025.
A. Sacavém, A. de Bem Machado, J. R. dos Santos, A. Palma-Moreira, H. Belchior-Rocha, and M. Au-Yong-Oliveira, "Leading in the digital age: The role of leadership in organizational digital transformation," Administrative Sciences, vol. 15, no. 2, p. 43, 2025.
R. Chhatre and S. Singh, "AI and organizational change: Dynamics and management strategies," Available at SSRN 4845917, 2024.
S. Chowdhury, P. Budhwar, and G. Wood, "Generative artificial intelligence in business: towards a strategic human resource management framework," British Journal of Management, vol. 35, no. 4, pp. 1680-1691, 2024.
S. Eslamdoust, J. H. Lee, and T. Bohrani, "Enhancing team performance in the digital age: Impact of technologically moderated communication in the interplay of e-leadership & trust," International Journal of Business & Management Studies, vol. 5, no. 04, pp. 56-67, 2024.
W. Gebregergis, K. E. Kovács, and C. Csukonyi, "EXPLORING THE LEVELS OF CULTURAL INTELLIGENCE AND EMOTIONAL INTELLIGENCE AMONG ASIAN INTERNATIONAL STUDENTS," Eurasian Research Journal, vol. 6, no. 2, pp. 29-60, 2024.
J. L. Bindel Sibassaha, J. B. B. Pea-Assounga, and P. D. R. Bambi, "Influence of digital transformation on employee innovative behavior: roles of challenging appraisal, organizational culture support, and transformational leadership style," Frontiers in Psychology, vol. 16, p. 1532977, 2025.