A scalable AI system requires a strong foundation. Data, engineering, platforms, operating models, and governance must converge to work as one. This session explores what it takes to build that foundation in a highly regulated environment and how a responsible, trustworthy implementation can turn emerging capabilities, including agentic systems, into lasting value for investors.