Sarcouncil Journal of Multidisciplinary

Abstract: Enterprise architects navigating AI adoption encounter multifaceted challenges requiring specialized skills and frameworks. This scholarly examination presents a comprehensive guide for building AI portfolios, covering the evolving role of enterprise architects in AI-driven transformation and core competencies needed for successful implementation. The discussion spans strategic AI planning, technology assessment methodologies, architectural design considerations, and governance frameworks. Particular emphasis is placed on scalable infrastructure development, integration patterns, and security-by-design principles. The exploration addresses crucial aspects of stakeholder engagement and value realization, providing enterprise architects with systematic approaches for identifying key stakeholders, communicating value propositions across diverse audiences, measuring business impact, and documenting implementations for professional advancement. Through structured frameworks and practical guidance, enterprise architects can develop compelling AI portfolios that demonstrate both technical prowess and strategic vision, positioning themselves as valuable assets in organizations pursuing AI transformation