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Effective enterprise architecture (EA) governance hinges on the strategic integration of tools and technologies. These instruments not only streamline governance processes but also foster enhanced collaboration and informed decision-making. In this detailed review, we explore a spectrum of tools ranging from EA repositories, Governance, Risk, and Compliance (GRC) platforms, to cutting-edge AI and Machine Learning applications. Additionally, we delve into the critical aspects of selecting the ideal tool that aligns with an organization’s unique governance requirements, emphasizing factors like scalability, integration capabilities, user experience, and cost considerations. Dive in to ensure that your organization’s EA governance is both efficient and agile, leveraging the most fitting technological solutions.