Artificial Intelligence (AI) continues to redefine the organizational landscape, influencing not only operations but also corporate culture. Recent developments highlight two critical phenomena: the emergence of "Shadow AI" and the organizational inadequacy in response to employees' rapid adoption of AI. These trends underscore the need for enhanced governance and an organizational adaptation strategy to maximize benefits while minimizing risks.