IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-05300779.html
   My bibliography  Save this paper

Enhancing Problem-Solving Skills with AI: A Case Study on Innovation and Creativity in a Business Setting

Author

Listed:
  • Cynthia Hajj

    (Holy-Spirit University of Kaslik [Jounieh])

  • Christophe Schmitt

    (CEREFIGE - Centre Européen de Recherche en Economie Financière et Gestion des Entreprises - UL - Université de Lorraine)

  • Nehme Azoury

    (Holy-Spirit University of Kaslik [Jounieh])

Abstract

The adoption of artificial intelligence has risen, yet research on its impact on innovation processes between actual businesses remains sparse. This research fills the present gap by investigating ten workers from a tech startup who utilize artificial intelligence tools in operational and creative activities. The paper analyzes business-related AI functionality through a qualitative analysis of ten tech start-up employees. The examination reveals that AI produces significant enhancements in problem resolution by executing mundane actions while analyzing large datasets to deliver data-driven suggestions to users. The interview respondents mentioned that AI's role in diminishing supply chains is 15%, while allowing AI to manage customer service without employee engagement in 80% of interactions. The implementation costs, along with data dependency and occasional contextual blindness in AI systems, represented some of the problems in this system. Analysis demonstrated that AI tools enable the development of innovative concepts and challenge established viewpoints, prompting participants to create a gamified loyalty system and dynamic content planning. Participants in the study emphasized the need for human involvement to refine AI-based insights, recognizing how human imagination complements AI capabilities effectively. The work enhances academic discussions about AI-related problem-solving and creativity while offering specific business-related recommendations for implementation. The recommendations begin with establishing initial experimental programs, while providing support for employee's skills development, and fostering strong alliances between technical AI personnel and professional subject matter experts. Research topics focused on AI application fields and the anticipated impacts on company decision-making, as well as the ethical ramifications, need further exploration. This research confirms the revolutionary potential of artificial intelligence systems for problem-solving methods, but requires proper execution, along with human supervision, to fully realize their advantages.

Suggested Citation

  • Cynthia Hajj & Christophe Schmitt & Nehme Azoury, 2025. "Enhancing Problem-Solving Skills with AI: A Case Study on Innovation and Creativity in a Business Setting," Post-Print hal-05300779, HAL.
  • Handle: RePEc:hal:journl:hal-05300779
    DOI: 10.3390/admsci15100388
    Note: View the original document on HAL open archive server: https://hal.univ-lorraine.fr/hal-05300779v1
    as

    Download full text from publisher

    File URL: https://hal.univ-lorraine.fr/hal-05300779v1/document
    Download Restriction: no

    File URL: https://libkey.io/10.3390/admsci15100388?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Dew, Nicholas & Read, Stuart & Sarasvathy, Saras D. & Wiltbank, Robert, 2009. "Effectual versus predictive logics in entrepreneurial decision-making: Differences between experts and novices," Journal of Business Venturing, Elsevier, vol. 24(4), pages 287-309, July.
    2. Ghezzi, Antonio & Cavallo, Angelo, 2020. "Agile Business Model Innovation in Digital Entrepreneurship: Lean Startup Approaches," Journal of Business Research, Elsevier, vol. 110(C), pages 519-537.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cynthia Hajj & Christophe Schmitt & Nehme Azoury, 2025. "Enhancing Problem-Solving Skills with AI: A Case Study on Innovation and Creativity in a Business Setting," Administrative Sciences, MDPI, vol. 15(10), pages 1-15, October.
    2. Leonidas A. Zampetakis & Manolis Lerakis & Konstantinos Kafetsios & Vassilis S. Moustakis, 2016. "The moderating role of anticipated affective ambivalence in the formation of entrepreneurial intentions," International Entrepreneurship and Management Journal, Springer, vol. 12(3), pages 815-838, September.
    3. Fischer, Denise & Greven, Andrea & Tornow, Mark & Brettel, Malte, 2021. "On the value of effectuation processes for R&D alliances and the moderating role of R&D alliance experience," Journal of Business Research, Elsevier, vol. 135(C), pages 606-619.
    4. Margot Racat & Antonin Ricard & René Mauer, 2024. "Effectuation and causation models: an integrative theoretical framework," Small Business Economics, Springer, vol. 62(3), pages 879-893, March.
    5. Anastasiia Laskovaia & Galina Shirokova & Michael H. Morris, 2017. "Erratum to: National culture, effectuation, and new venture performance: global evidence from student entrepreneurs," Small Business Economics, Springer, vol. 49(3), pages 711-715, October.
    6. Daniel R Clark & Dan Li & Dean A Shepherd, 2018. "Country familiarity in the initial stage of foreign market selection," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(4), pages 442-472, May.
    7. Tang, Xinhui & Du, Shujun & Deng, Wenwen, 2025. "Business innovation in digital startups: A case study of an AI startup," International Review of Economics & Finance, Elsevier, vol. 98(C).
    8. Khorshed Alam & Mohammad Afshar Ali & Michael Erdiaw-Kwasie & Md Shahiduzzaman & Eswaran Velayutham & Peter A. Murray & Retha Wiesner, 2022. "Impact of ICTs on Innovation and Performance of Firms: Do Start-ups, Regional Proximity and Skills Matter?," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    9. Michaelis, Timothy L. & Scheaf, David J. & Carr, Jon C. & Pollack, Jeffrey M., 2022. "An agentic perspective of resourcefulness: Self-reliant and joint resourcefulness behaviors within the entrepreneurship process," Journal of Business Venturing, Elsevier, vol. 37(1).
    10. Yáñez-Valdés, Claudia & Guerrero, Maribel & Barros-Celume, Sebastián & Ibáñez, María J., 2023. "Winds of change due to global lockdowns: Refreshing digital social entrepreneurship research paradigm," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    11. Štefan Slávik & Richard Bednár & Ivana Mišúnová Hudáková, 2021. "The Structure of the Start-Up Business Model—Qualitative Analysis," Sustainability, MDPI, vol. 13(15), pages 1-24, July.
    12. Niloofar Salajegheh & Armin Khaleghi Forghani & Tamara Galkina & Zeynab Aeeni & Morteza Akbari, 2025. "Taking stock and looking ahead: a systematic literature review of effectuation research," Review of Managerial Science, Springer, vol. 19(8), pages 2495-2527, August.
    13. Wang, Zi & Yuan, Ruizhi & Luo, Jun & Liu, Martin J., 2022. "Redefining “masstige” luxury consumption in the post-COVID era," Journal of Business Research, Elsevier, vol. 143(C), pages 239-254.
    14. Muhammad, Nabeel & Léo-Paul, Dana, 2015. "Collective Efficacy of a Regional Network: Extending the Social Embeddedness Perspective of Entrepreneurship," MPRA Paper 70120, University Library of Munich, Germany.
    15. Antoni Olive-Tomas & Susan S. Harmeling, 2020. "The rise of art movements: an effectual process model of Picasso’s and Braque’s give-and-take during the creation of Cubism (1908–1914)," Small Business Economics, Springer, vol. 54(3), pages 819-842, March.
    16. Parnica, Bogdan-Mircea, 2019. "The impact of effectuation on the introduction of innovative products," Journal of Applied Leadership and Management, Hochschule Kempten - University of Applied Sciences, Professional School of Business & Technology, vol. 7, pages 31-49.
    17. Marko Matalamäki & Tero Vuorinen & Elina Varamäki & Kirsti Sorama, 2017. "Business Growth in Established Companies; Roles of Effectuation and Causation," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 25(02), pages 123-148, June.
    18. Anca Elena Lungu & Mircea Radu Georgescu & Daniel Juravle, 2024. "A Bibliometric Analysis of Digital Entrepreneurship," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 18617-18645, December.
    19. John T. Perry & Gaylen N. Chandler & Gergana Markova, 2012. "Entrepreneurial Effectuation: A Review and Suggestions for Future Research," Entrepreneurship Theory and Practice, , vol. 36(4), pages 837-861, July.
    20. Ad Jong & Nicolas A. Zacharias & Edwin J. Nijssen, 2021. "How young companies can effectively manage their slack resources over time to ensure sales growth: the contingent role of value-based selling," Journal of the Academy of Marketing Science, Springer, vol. 49(2), pages 304-326, March.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:journl:hal-05300779. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.