As Artificial Intelligence (AI) becomes increasingly integrated into Enterprise Architecture, organizations must proactively design an AI Security Architecture to ensure the secure and effective implementation of AI-powered systems. This requires collaboration among IT, business, and security stakeholders to address unique security challenges posed by AI-driven applications and protect sensitive data from emerging threats.