Paper Title
LEVERAGING ARTIFICIAL INTELLIGENCE FOR STARTUP INNOVATION: STRATEGIES FOR SUSTAINABLE GROWTH AND COMPETITIVE ADVANTAGE
Article Identifiers
Registration ID: IJNRD_302411
Published ID: IJNRD2412010
: https://doi.org/10.5281/zenodo.14377298
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Keywords
Keywords: Artificial Intelligence adoption, Start-ups innovation, Competitive advantage, Scalability and agility, Thematic analysis, Cluster analysis, Ethical implementation.
Abstract
Abstract AI is one of the fast changing factors in the start-up ecosystem and has limitless possibilities for innovation, growth, and competitive advantage. This mixed-methods research studied the effects AI adoption has had on start up innovation and growth across sectors. Quantitative data, through survey and financial metrics, were collected from 200 start-ups, while qualitative information was harnessed through intensive case studies of 20 start-ups, including interviews with founders and key decision-makers: Results were therefore set to reveal there was a wide spread of AI adoption, especially in the technology, health-care, finance, and e-economy sectors. Integration of AI was found to enhance capabilities in innovation, accelerate product development cycles, and efficaciously improve decision making processes. Also, start-ups using AI exhibited superior financial performance, greater market share, and better customer retention. Key challenges to AI implementation identified by this research include problems of privacy, ethical, and specializations. The thematic analysis of qualitative data also indicated the strategic importance of AI in scalability and agility on dynamic markets. Cluster analysis delineated three patterns of adoption: Early Adopters, Gradual Implementer, and Explorers. Best practices for successful AI integration included having a clear AI strategy, flexible implementation, cross- collaboration for cross-teams, and high data quality for successful AI integration. The research thus signifies the trans-formative potential of AI in making or breaking start-up success while also asserting that thoughtful, phased adoption strategies are suited for start-ups. Those start-ups which would emerge stronger from the challenges of AI implementation along ethical lines would have a competitive advantage.
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How To Cite (APA)
Muhammad Riyaz Hossain, MD Abu Musa Mrydha, & Abu Yusuf (December-2024). LEVERAGING ARTIFICIAL INTELLIGENCE FOR STARTUP INNOVATION: STRATEGIES FOR SUSTAINABLE GROWTH AND COMPETITIVE ADVANTAGE. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(12), a77-a94. https://doi.org/10.5281/zenodo.14377298
Issue
Volume 9 Issue 12, December-2024
Pages : a77-a94
Other Publication Details
Paper Reg. ID: IJNRD_302411
Published Paper Id: IJNRD2412010
Research Area: Science and Technology
Author Type: Foreign Author
Country: Woodbridge, VA/Virginia , United States
Published Paper PDF: https://ijnrd.org/papers/IJNRD2412010.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2412010
Crossref DOI: https://doi.org/10.5281/zenodo.14377298
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