Open Banking is transforming financial institutions' data sharing and connections with third-party apps, leveraging AI to maximize value from these data flows. Financial institutions see Open Banking as a compliance burden, but combining it with AI creates a powerful business opportunity. AI agents can deliver major benefits such as data quality management, lineage visualization, compliance monitoring, API performance optimization, partner intelligence, monetization, real-time issue response, and governance. A metadata-driven architecture is essential to support these use cases, providing semantic understanding of APIs and data. Solutions like Hasura Data Delivery Network (DDN) and RouteForge plugin help enable this approach. Advanced solutions also support governance, lineage tracking, transparency across complex data flows, and the foundation for AI data agents like PromptQL to deliver powerful capabilities. By implementing an agentic AI blueprint, financial institutions can unlock significant value from their Open Banking investments, leading the future of the industry.