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The AI-Native Culture Framework

This articles paper captures Sean McGuires latest thinking on what it truly means to become an AI-native organization.

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About the Author

Sean McGuire is a Senior AI Transformation Advisor, Team Deploy at Sulava MEA, helping organizations transform AI, Microsoft Copilot, and agent technologies into meaningful business outcomes. Widely appreciated by customers for his practical advice, strategic thinking, and genuinely human approach, Sean focuses on the aspects of transformation that technology alone cannot solve: leadership, culture, trust, and capability building. This paper captures his latest thinking on what it truly means to become an AI-native organization.

Why Read This Research Paper?

What happens to organizational culture when AI removes much of the work that traditionally brought people together?

In Sulava AI-Native Culture – Research.pdf, Sean McGuire explores one of the most important questions facing modern organizations: if AI scales work, what will scale trust? The paper introduces the AI-Native Culture Framework, a new perspective on how organizations can embrace AI while strengthening the human connections that drive engagement, innovation, and long-term success.

The central argument is simple but powerful: AI can replace coordination. AI cannot replace trust. As AI takes over more administrative and operational tasks, leaders must become more intentional about creating the meaningful human interactions that culture depends on.