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Artificial intelligence and resource optimization: A study of Fintech start-ups

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  • Almansour, Mohammed

Abstract

FinTechs have transformed financial service delivery by leveraging technology to execute many traditional banking functions in a superior manner. Within technology usage, the adoption of disruptive technologies such as Artificial Intelligence (AI) has been the most discussed in the FinTech space. However, the entire discussion has been either from the perspective of the use of data-driven driven algorithms, the benefits of AI, or the effect of AI on the labor market. Very few studies have focussed on examining how implementing disruptive technologies such as AI can affect FinTech start-ups’ internal organizational resources and external natural resources including minerals and the allied industries. The present study addresses this gap by collecting qualitative data from 25 employees of FinTech start-ups in the United Kingdom to understand their impact on resources, particularly the natural ones including minerals. The collected data was analyzed to uncover how the implementation of disruptive digital technologies such as AI in day-to-day operations and digital marketing of FinTech start-ups impacted the internal organizational resources, including employees. The study also sought to uncover the impact of the same on the external resources – customers, and the environment including mineral resources and the allied industry. The study's findings provide valuable insights into how FinTech start-ups can gain from AI implementation in their operations, digital marketing, and resource use optimization.

Suggested Citation

  • Almansour, Mohammed, 2023. "Artificial intelligence and resource optimization: A study of Fintech start-ups," Resources Policy, Elsevier, vol. 80(C).
  • Handle: RePEc:eee:jrpoli:v:80:y:2023:i:c:s0301420722006936
    DOI: 10.1016/j.resourpol.2022.103250
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    References listed on IDEAS

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    1. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    2. Svetlana Saksonova & Irina Kuzmina-Merlino, 2017. "Fintech as Financial Innovation - The Possibilities and Problems of Implementation," European Research Studies Journal, European Research Studies Journal, vol. 0(3A), pages 961-973.
    3. Maroufkhani, Parisa & Desouza, Kevin C. & Perrons, Robert K. & Iranmanesh, Mohammad, 2022. "Digital transformation in the resource and energy sectors: A systematic review," Resources Policy, Elsevier, vol. 76(C).
    4. Ramona Rupeika-Apoga & Stefan Wendt, 2021. "FinTech in Latvia: Status Quo, Current Developments, and Challenges Ahead," Risks, MDPI, vol. 9(10), pages 1-23, October.
    5. Wesley L. Harris & Jarunee Wonglimpiyarat, 2020. "Dynamics of crowdfunding and FinTech challenges," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 23(4), pages 501-514.
    6. Gale, William G. & Holmes, Sarah E. & John, David C., 2020. "Retirement plans for contingent workers: issues and options," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(2), pages 185-197, April.
    7. Muthukannan, Priyadharshini & Tan, Barney & Chian Tan, Felix Ter & Leong, Carmen, 2021. "Novel mechanisms of scalability of financial services in an emerging market context: Insights from Indonesian Fintech Ecosystem," International Journal of Information Management, Elsevier, vol. 61(C).
    8. Usama Awan, 2019. "Impact of social supply chain practices on social sustainability performance in manufacturing firms," International Journal of Innovation and Sustainable Development, Inderscience Enterprises Ltd, vol. 13(2), pages 198-219.
    9. Henner Gimpel & Daniel Rau & Maximilian Röglinger, 2018. "Understanding FinTech start-ups – a taxonomy of consumer-oriented service offerings," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 245-264, August.
    10. Caron, Joanie & Asselin, Hugo & Beaudoin, Jean-Michel, 2020. "Indigenous employees’ perceptions of the strategies used by mining employers to promote their recruitment, integration and retention," Resources Policy, Elsevier, vol. 68(C).
    11. Bag, Surajit & Yadav, Gunjan & Wood, Lincoln C. & Dhamija, Pavitra & Joshi, Sudhanshu, 2020. "Industry 4.0 and the circular economy: Resource melioration in logistics," Resources Policy, Elsevier, vol. 68(C).
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    Cited by:

    1. Khan, Imran & Khan, Inayat & Ikram, Rana Muhammad Adnan & Ali, Mohammad Ajmal, 2024. "Integrating FinTech with Industry 4.0 for sustainable mineral resource management: Exploring the interplay of technology, regulation, and economic dynamics," Resources Policy, Elsevier, vol. 92(C).
    2. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    3. Sachan, Swati & Almaghrabi, Fatima & Yang, Jian-Bo & Xu, Dong-Ling, 2024. "Human-AI collaboration to mitigate decision noise in financial underwriting: A study on FinTech innovation in a lending firm," International Review of Financial Analysis, Elsevier, vol. 93(C).
    4. Yadav, Sanjeev & Samadhiya, Ashutosh & Kumar, Anil & Luthra, Sunil & Pandey, Krishan Kumar, 2024. "Nexus between fintech, green finance and natural resources management: Transition of BRICS nation industries from resource curse to resource blessed sustainable economies," Resources Policy, Elsevier, vol. 91(C).
    5. Huang, Lihua, 2024. "Fintech inclusion in natural resource utilization, trade openness, resource productivity, recycling and minimizing waste generation: Does technology really drive economies toward green growth?," Resources Policy, Elsevier, vol. 90(C).

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