The path to becoming an AI-Native Bank requires a fundamental overhaul of enterprise architecture. This roundtable focuses on designing a compliant, autonomous operating model where AI agents handle risk monitoring, regulatory reporting, and compliance checks with minimal human intervention. We will discuss the structural changes, data governance standards, and system integrations required to build a resilient, scalable, and fully automated core banking platform that adheres rigorously to Japanese regulatory frameworks and ensures ethical AI deployment.