The integration of Artificial Intelligence (AI) in organizations continues to profoundly transform internal structures and processes. However, this transformation comes with complex challenges, notably in terms of data security and governance. Recent cyberattacks orchestrated by the VAPOR PANDA group, using the ARTEX tool, highlight critical vulnerabilities in information systems. Meanwhile, the rapid adoption of AI agents, anticipated by 71% of organizations, starkly contrasts with governance capabilities, which are present in only 21% of cases. This situation underscores the urgency for a strategic revision of security and governance policies to maximize AI benefits while minimizing risks.