The Capability Adoption Stack: A Framework for Diagnosing Enterprise AI Readiness

July 31, 2026Open Access

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Key Points

The central aim is to present a framework for assessing an enterprise's readiness to adopt AI technologies.
Developed the Capability Adoption Stack framework to assess AI readiness in organizations.
Analyzed the framework's applicability across various enterprise settings.
Evaluated case studies to illustrate the framework's diagnostic utility.
Identified key capabilities required for successful AI adoption in enterprises.
Demonstrated that organizations with higher readiness levels have better success rates in AI implementation.
Highlighting a structured approach reduces implementation risks and enhances strategic alignment.

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Research article demonstrates a framework for diagnosing AI readiness in enterprises, suggesting improved strategic implementation.

Research article: The Capability Adoption Stack: A Framework for Diagnosing Enterprise AI Readiness

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Ивченко et al. (2026) studied this question.

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