As AI systems shape decisions in business, healthcare, finance, and government, trust becomes the prerequisite for adoption. Model performance alone is no longer enough. Organizations must ensure fairness, transparency, accountability, and compliance at scale. Responsible AI is not a theoretical discussion—it is the operational framework that enables confident deployment. In a human-centered, AI-powered world, governance is what transforms innovation into lasting impact.