Citation:

Shweta Nagar, Dr. Satish K Mittal. "Merging Minds and Machines: Startup Innovations Driving a Greener Financial Future" International Research Journal of Economics and Management Studies, Vol. 5, No. 6, pp. 283-293, 2026. Crossref. https://doi.org/10.56472/25835238/IRJEMS-V5I6P132

Abstract:

This paper scrutinizes how human cognition, including ethical reasoning and emotional intelligence, combined with neurofinance and behavioral finance insights, can be integrated by startups with machine intelligence that includes artificial intelligence (AI), machine learning, big data analytics, and blockchain to produce a green financial environment that is built on sustainability. The paper adopts a conceptual, exploratory, literature-based methodology, using the literature from peer-reviewed journals, industry reports, and policy documents to build a conceptual model that models how human cognition and machine intelligence, combined, form a green financial environment. Drawing on four lenses- neurofinance and behavioral finance, Innovation Diffusion Theory, and the Triple Bottom Line- the paper synthesizes the literature to develop a framework that represents how AI-enabled tools can be used by startups to improve the ESG evaluation process for green financial products and green fintech tools that can build trust in carbon credits and renewable energy certificates and reduce greenwashing. The paper discusses how elements in the green innovations surrounding green fintech are also green in nature and can be used by early adopters of green fintech solutions to improve financial inclusion and confidence in sustainable investment strategies. The findings suggest that startups that combine machine intelligence with human cognition and ethical reasoning are in a strong position to establish alternatives to the conventional financial system that will help accelerate the United Nations' target of achieving the Sustainable Development Goals. The findings have practical implications for entrepreneurs, investors, financiers and policymakers. The literature-based methodology limits the generalizability of the findings, and the paper suggests that future studies should consider empirical validation.

References:

[1] Addy, W. A., Ofodile, O. C., Adeoye, O. B., Oyewole, A. T., Okoye, C. C., Odeyemi, O., & Ololade, Y. J. (2024). Data-driven sustainability: How fintech innovations are supporting green finance. Engineering Science & Technology Journal, 5(3), 760–773. https://doi.org/10.51594/estj.v5i3.871
[2] Ahmad, H., Yaqub, M., & Lee, S. H. (2023). Environmental-, social-, and governance-related factors for business investment and sustainability: A scientometric review of global trends. Environment, Development and Sustainability, 26(2), 2965–2987. https://doi.org/10.1007/s10668-023-02921-x
[3] Akomea-Frimpong, I., Adeabah, D., Ofosu, D., & Tenakwah, E. J. (2021). A review of studies on green finance of banks, research gaps and future directions. Journal of Sustainable Finance & Investment, 12(4), 1241–1264. https://doi.org/10.1080/20430795.2020.1870202
[4] Allen, F., Gu, X., & Jagtiani, J. (2021). A survey of fintech research and policy discussion. Review of Corporate Finance, 1(3–4), 259–339. https://doi.org/10.1561/114.00000007
[5] Anis, I., Gani, L., Fauzi, H., Hermawan, A. A., & Adhariani, D. (2023). The sustainability awareness of banking institutions in Indonesia, its implication on profitability by the mediating role of operational efficiency. Asian Journal of Accounting Research, 8(4), 356–372. https://doi.org/10.1108/ajar-06-2022-0179
[6] Aracil, E., Sánchez, J. J. N., & Forcadell, F. J. (2021). Sustainable banking: A literature review and integrative framework. Finance Research Letters, 42, 101932. https://doi.org/10.1016/j.frl.2021.101932
[7] Busch, T., Bruce-Clark, P., Derwall, J., Eccles, R. G., Hebb, T., Hoepner, A. G. F., Klein, C., Krueger, P., Paetzold, F., Scholtens, B., & Weber, O. (2021). Impact investments: A call for (re)orientation. SN Business & Economics, 1(2), Article 33. https://doi.org/10.1007/s43546-020-00033-6
[8] Camilleri, M. A. (2020). The market for socially responsible investing: A review of the developments. Social Responsibility Journal, 17(3), 412–428. https://doi.org/10.1108/srj-06-2019-0194
[9] Diener, F., & Špaček, M. (2021). Digital transformation in banking: A managerial perspective on barriers to change. Sustainability, 13(4), 2032. https://doi.org/10.3390/su13042032
[10] Gimpel, H., Rau, D., & Röglinger, M. (2018). Understanding FinTech start-ups – A taxonomy of consumer-oriented service offerings. Electronic Markets, 28(3), 245–264. https://doi.org/10.1007/s12525-017-0275-0
[11] González-Ruíz, J. D., Botero-Botero, S., & Grisales, E. A. D. (2018). Financial eco-innovation as a mechanism for fostering the development of sustainable infrastructure systems. Sustainability, 10(12), 4463. https://doi.org/10.3390/su10124463
[12] Gupta, K., Wajid, A., & Gaur, D. (2023). Determinants of continuous intention to use FinTech services: The moderating role of COVID-19. Journal of Financial Services Marketing, 29(2), 536–552. https://doi.org/10.1057/s41264-023-00221-z
[13] Horne, J., & Fichter, K. (2022). Growing for sustainability: Enablers for the growth of impact startups – A conceptual framework, taxonomy, and systematic literature review. Journal of Cleaner Production, 349, 131163. https://doi.org/10.1016/j.jclepro.2022.131163
[14] Kliber, A., Będowska-Sójka, B., Rutkowska, A., & Świerczyńska, K. (2021). Triggers and obstacles to the development of the FinTech sector in Poland. Risks, 9(2), 30. https://doi.org/10.3390/risks9020030
[15] Lim, T. (2024). Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways. Artificial Intelligence Review, 57(4), Article 76. https://doi.org/10.1007/s10462-024-10708-3
[16] Macchiavello, E., & Siri, M. (2022). Sustainable finance and fintech: Can technology contribute to achieving environmental goals? A preliminary assessment of 'Green FinTech' and 'Sustainable Digital Finance'. European Company and Financial Law Review, 19(1), 128–174. https://doi.org/10.1515/ecfr-2022-0005
[17] Manta, O., Vasile, V., & Rusu, E. (2025). Banking transformation through FinTech and the integration of artificial intelligence in payments. FinTech, 4(2), Article 13. https://doi.org/10.3390/fintech4020013
[18] Martia, D. Y., Hasanah, A., Sarah, I. S., Fajria, R. N., & Pinandhito, K. (2020). Exploring how university students utilize the help of digital payment: A qualitative study. Advances in Engineering Research, 198, 621–625 (Proceedings of the International Seminar of Science and Applied Technology, ISSAT 2020). https://doi.org/10.2991/aer.k.201221.100
[19] Migliorelli, M. (2021). What do we mean by sustainable finance? Assessing existing frameworks and policy risks. Sustainability, 13(2), 975. https://doi.org/10.3390/su13020975
[20] Noreen, U. (2024). Mapping of FinTech ecosystem to Sustainable Development Goals (SDGs): Saudi Arabia's landscape. Sustainability, 16(21), 9362. https://doi.org/10.3390/su16219362
[21] Ozili, P. K. (2022). Green finance research around the world: A review of literature. International Journal of Green Economics, 16(1), 56. https://doi.org/10.1504/ijge.2022.125554
[22] Pan, C.-L., Qiu, J., Chen, Z., & Pan, Y.-C. (2020). Literature review and content analysis: Internet finance, green finance, and sustainability. Proceedings of the 5th International Conference on Financial Innovation and Economic Development (ICFIED 2020), 347–352. https://doi.org/10.2991/aebmr.k.200306.062
[23] Renduchintala, T., Alfauri, H., Yang, Z., Pietro, R. D., & Jain, R. (2022). A survey of blockchain applications in the FinTech sector. Journal of Open Innovation: Technology, Market, and Complexity, 8(4), 185. https://doi.org/10.3390/joitmc8040185
[24] Schoenmaker, D. (2017). From risk to opportunity: A framework for sustainable finance (RSM Series on Positive Change, Vol. 2). Rotterdam School of Management, Erasmus University. https://ssrn.com/abstract=3066210
[25] Schoenmaker, D. (2018). A framework for sustainable finance. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3125351
[26] Serio, R. G., Dickson, M. M., Giuliani, D., & Espa, G. (2020). Green production as a factor of survival for innovative startups: Evidence from Italy. arXiv. https://doi.org/10.48550/arxiv.2005.12102
[27] Sharma, S., Gupta, C., Malhotra, R. K., & Upreti, H. (2024). Sustainable banking practices: Impact, challenges and opportunities. E3S Web of Conferences, 556, Article 01031. https://doi.org/10.1051/e3sconf/202455601031
[28] Sreenivasan, A., & Suresh, M. (2023). Factors influencing sustainability in start-ups operations 4.0. Sustainable Operations and Computers, 4, 105–118. https://doi.org/10.1016/j.susoc.2023.03.002
[29] Takas, N., Kouloumpris, E., Μουτσιάνας, Κ., Liapis, G., Vlahavas, I., & Kousenidis, D. (2024). Startup sustainability forecasting with artificial intelligence. Applied Sciences, 14(19), 8925. https://doi.org/10.3390/app14198925
[30] Tiba, S., Rijnsoever, F. J. van, & Hekkert, M. P. (2021). Sustainability startups and where to find them: Investigating the share of sustainability startups across entrepreneurial ecosystems and the causal drivers of differences. Journal of Cleaner Production, 306, 127054. https://doi.org/10.1016/j.jclepro.2021.127054
[31] Tuyon, J., Onyia, O. P., Ahmi, A., & Huang, C. (2022). Sustainable financial services: Reflection and future perspectives. Journal of Financial Services Marketing, 28(4), 664–690. https://doi.org/10.1057/s41264-022-00187-4
[32] Zioło, M., Filipiak, B. Z., Bąk, I., & Cheba, K. (2019). How to design more sustainable financial systems: The roles of environmental, social, and governance factors in the decision-making process. Sustainability, 11(20), 5604. https://doi.org/10.3390/su11205604

Keywords:

Sustainable Finance, Green Fintech, Startups, Artificial Intelligence, Blockchain, Neurofinance, Behavioral Finance, Triple Bottom Line, ESG, Sustainable Development Goals.