This chapter addresses the practical challenges encountered when deploying artificial intelligence systems and outlines viable solutions. The chapter discusses technical, organizational, ethical, and regulatory issues, providing comprehensive strategies for overcoming these hurdles. This chapter also includes an expanded exploration of historical contexts, detailed case studies, and methodological guidance aligned with the human-organization-technology fit framework to ensure holistic and effective integration.