Extending organizational intelligence: 0 0
Artificial intelligence as constitutive socio-technical infrastructure
DOI:
https://doi.org/10.51896/metxkd47Keywords:
Organizational intelligence, Artificial intelligence, Socio-technical infrastructure, Human–AI co-evolution, Knowledge creation in organizationsAbstract
This study contributes to the literature on organizational intelligence by extending the foundational model proposed by Más (2015) through the incorporation of artificial intelligence as a constitutive socio-technical element of the organizational system. While the original model conceptualizes organizational intelligence through the interaction of individuals, methods or means, relationships, and organizational processes, this study preserves this structural configuration and extends upon it by introducing artificial intelligence as a sociotechnical infrastructure constitutive of the organizational system, one whose cross-cutting action reconfigures the flow, interpretation, and transformation of information across the components of organizational intelligence. In doing so, the paper shifts the role of artificial intelligence from an external analytical tool to an embedded systemic element that co-constitutes organizational intelligence. This reconceptualization advances theory by explaining how artificial intelligence not only supports organizational cognition but also reshapes the relational and processual dynamics through which organizational knowledge is generated, shared, and transformed. Accordingly, the study contributes to a socio-technical understanding of organizational intelligence in which human cognitive, affective, and volitional processes are inseparably intertwined with AI-enabled analytical and computational capabilities. By making explicit the structural role of artificial intelligence within the organizational intelligence system, the paper provides a more integrated explanation of how organizational intelligence emerges and evolves. This extension also opens new theoretical avenues for examining how human–AI configurations influence learning, coordination, and knowledge generation in contemporary organizational contexts characterized by complexity and uncertainty.
Downloads
References
Al-Smadi, R. W. (2025). A deep dive into the role of organizational culture in AI integration within FinTech: A comprehensive analysis. Human Behavior and Emerging Technologies, 6067964, 1-13. https://doi.org/10.1155/hbe2/6067964
Barrios-Tao, H., Díaz-Pérez, V., & Guerra, Y. (2020). Subjetividades e inteligencia artificial: desafíos para lo humano. Revista Veritas, (47), 81-107.
Belzunegui-Eraso, A. (2020). Formas de consciencia, inteligencia artificial y nuevos retos para la sociología. Methaodos Revista de Ciencias Sociales, 8(1), 91–102. https://doi.org/10.17502/m.rcs.v8i1.350
Criado, J. I., Valero, J., & Villodre, J. (2020). Algorithmic transparency and bureaucratic discretion: The case of SALER early warning system. Information Polity, 25(4), 449–470. https://doi.org/10.3233/IP-200260
Harsimran, K. B. & Manoj, K. (2025). The impact of AI on organizational culture: Shaping new work norms. Journal of Research and Development, 17, 5(I), p. 241-244, May. https://zenodo.org/records/15812860
López-Robles, J. R., Otegi-Olaso, J. R., Porto-Gómez, I., & Gamboa-Rosales, N. K. (2020). La relación entre inteligencia de negocio e inteligencia competitiva: análisis bibliométrico. Revista Española de Documentación Científica, 43(1), e256.
Marqués Pascual, J. (2020). Regulación de la inteligencia artificial en entornos cambiantes: Los asistentes inteligentes a debate. En D. de Matías Batalla (Ed.), La empresa en el siglo XXI: Un estudio multidisciplinar de carácter jurídico empresarial (pp. 79–102). EAE Business School; Aranzadi
Más, A. (2015). Orígenes y aplicaciones de la espiral de inteligencia organizacional. En M. L. P. Valentim & A. Más-Basnuevo (Eds.), Inteligência organizacional (pp. 15–33). Oficina Universitária; Cultura Acadêmica. https://doi.org/10.36311/2015.978-85-7983-678-7.p15-33
Parida, S. K., Panda, M., & Panda, B. (2026). Transforming organizational culture with AI opportunities and challenges. In: Dutta, P. K. et al. (Eds.). AI and innovation in HRM: The future of strategic HR in the service economy. New York: Routledge. p.446-470 https://doi.org/10.4324/9781003522157
Salvador, M., & Ramió, C. (2020). Capacidades analíticas y gobernanza de datos en la administración pública como paso previo a la introducción de la inteligencia artificial. Revista del CLAD Reforma y Democracia, (77). https://doi.org/10.69733/clad.ryd.n77.a205
Singaram, S. & Mayer, C. H. (2022). The influence of the Fourth Industrial Revolution on organisational culture: An empirical investigation. Frontiers in Psychology, 13, Nov. https://doi.org/10.3389/fpsyg.2022.919157
Torres-Bernal, C., & Zailah-Bernal, D. (2025). Innovación y transformación: el rol de la inteligencia artificial en la gestión del talento humano en organizaciones disruptivas. Revista Politécnica, 21(41), 1–15. https://doi.org/10.33571/rpolitec.v21n41a4
Unión General de Trabajadoras y Trabajadores (UGT). (2025). Digitalización de la empresa española (6.ª ed.). Servicio de Estudios Confederal. https://servicioestudiosugt.com/digitalizacion-de-la-empresa-espanola-6a-edicion-2025/
Wade, M., Trantopoulos, K., Navas, M., & Romare, A. (2025). How to scale GenAI in the workplace. MIT Sloan Management Review, Jul, 8. https://sloanreview.mit.edu/article/how-to-scale-genai-in-the-workplace/?trk=article-ssr-frontend-pulse_little-text-block.
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

