AI Transparency strengthens Transparent AI Governance by ensuring that AI systems operate with clear, observable, and explainable behaviors. By making model decisions interpretable, documenting data lineage, and maintaining visibility into system performance, AI Transparency establishes the trust foundation required for accountable governance. This contribution ensures stakeholders can understand, verify, and challenge AI outcomes when necessary.