As financial institutions and enterprises increasingly deploy autonomous AI agents to manage critical transactions and operations, ensuring secure, compliant, and transparent AI governance becomes paramount. Gegentic, a Malaysian and Bumiputra-owned AI governance Platform-as-a-Service (PaaS), provides a comprehensive solution that integrates seamlessly within cloud data center infrastructures. This working paper outlines the workflow of Gegentic’s AI governance platform, highlighting its role in policy validation, real-time monitoring, and audit trail maintenance to ensure responsible AI-driven transaction management aligned with Bank Negara Malaysia (BNM) regulatory standards