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March 3, 20262 citationsOpen Access

The Organizational Intelligence Loop: A Socio-Technical Framework for Adaptive Enterprise AI Adoption

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YKYumi W. KimuraColumbia University

Key Points

  • The organizational intelligence loop enhances adaptive enterprise capabilities through AI integration and systems thinking.
  • Adaptive frameworks are essential for effective AI adoption, incorporating organizational culture and technology.
  • Socio-technical frameworks support AI integration, focusing on collaboration between human and technical systems.
  • This analysis emphasizes the need for adaptive processes, calling for future exploration in diverse organizational settings.
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Cite This Study

Yumi W. Kimura (2026) studied this question.

synapsesocial.com/papers/69a765cebadf0bb9e87da817https://doi.org/10.2139/ssrn.6096787
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