Generative artificial intelligence and entrepreneurial performance: the mediating and curvilinear role of innovation ambidexterity

Генеративный искусственный интеллект и предпринимательская эффективность: медиирующая и криволинейная роль амбидекстрии инноваций
Cong Doanh Duong, Trong Nghia Vu, Thi Viet Nga Ngo
2026-03-18

GenAI capacitiesentrepreneurial performancegenerative artificial intelligenceinnovation ambidexterityresponse surface analysis
Purpose Drawing on the resource-based view, the current research aims to explore how generative artificial intelligence (GenAI) adoption and GenAI capacities influence entrepreneurial performance (EP) in new ventures. It specifically examines how exploratory innovation (ERI) and exploitative innovation (EII) mediate these relationships and how their alignment or misalignment affects performance outcomes. Design/methodology/approach Based on a sample of 329 founders of entrepreneurial ventures, the study applies multiple linear regression and polynomial regression with response surface analysis to test a set of hypotheses derived from the theoretical framework. Findings The results reveal that both GenAI adoption and GenAI capacities have a positive effect on EP, mediated by ERI and EII. Furthermore, a balanced combination of ERI and EII strengthens performance outcomes, whereas incongruent combinations reduce them. Practical implications The study provides practical guidance for entrepreneurs and digital strategy professionals, emphasizing the importance of aligning innovation activities when leveraging GenAI for performance improvement. Originality/value This study extends the GenAI and entrepreneurship literature by identifying how innovation ambidexterity functions as a key mechanism through which GenAI contributes to EP. It also demonstrates the utility of a fit perspective using response surface analysis.
1
A balanced (congruent) combination of ERI and EII strengthens entrepreneurial performance outcomes.
2
Exploratory innovation (ERI) and exploitative innovation (EII) mediate the positive relationships between GenAI (adoption/capacities) and EP.
3
GenAI adoption has a positive effect on entrepreneurial performance (EP).
4
GenAI capacities (skills/resources) positively influence entrepreneurial performance (EP).
5
Incongruent or misaligned combinations of ERI and EII reduce entrepreneurial performance.
6
Response surface analysis (fit perspective) is useful for demonstrating how innovation ambidexterity affects the GenAI–EP relationship.

Generative artificial intelligence (GenAI) adoption and GenAI capacities in new ventures

The effect of GenAI adoption and capacities on entrepreneurial performance, mediated by exploratory and exploitative innovation (innovation ambidexterity) and the curvilinear/fit effects of ERI–EII alignment

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2026-03-18
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Authors
Cong Doanh Duong
Trong Nghia Vu
Thi Viet Nga Ngo
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