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The organization as an intelligent entity: Using artificial intelligence to explore the sustainability of family and non-family firms

Melania Riefolo et al.

Journal of Family Business Strategy2026https://doi.org/10.1016/j.jfbs.2025.100700article
AJG 2ABDC B
Weight
0.50

Abstract

This article puts forward a concept of the organization as a mind-like, intelligent entity capable of efficiently responding to environmental stimuli. Such an entity-centric view offers a more coherent theoretical basis for predicting the ways in which different organizational factors may shape organizational behavior. We apply this logic to the context of sustainability in family firms, where previous research shows mixed results, possibly due to the omission of confounding factors such as organizational age. Using large-scale data and spaceborne-validated AI metrics on sustainability, we find that both organizational age and family influence independently exhibit negative relationships with sustainability outcomes. We discuss the implications for future theorizing and suggest avenues for further research in management, family business, and the broader exploration of human and artificial agency in organizations. • Organisation as a mind-like entity (Intelligent Entity) to predict organisational behaviour. • Less sustainability in Family because of their different organisational perception. • Less sustainability in old firms due to limited memory space for new routines.

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https://doi.org/https://doi.org/10.1016/j.jfbs.2025.100700

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@article{melania2026,
  title        = {{The organization as an intelligent entity: Using artificial intelligence to explore the sustainability of family and non-family firms}},
  author       = {Melania Riefolo et al.},
  journal      = {Journal of Family Business Strategy},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1016/j.jfbs.2025.100700},
}

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Evidence weight

0.50

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.50 × 0.4 = 0.20
M · momentum0.50 × 0.15 = 0.07
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

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