FinRegLab x Flourish Ventures Roundtable: Bank-Deployed AI

FinRegLab and Flourish Ventures are bringing together leading AI builders, financial institutions, and policymakers for a roundtable discussion on the opportunities and challenges of deploying AI in banking. As banks and financial institutions increasingly put AI to work in decisions that shape customers' financial lives, from fraud detection to underwriting and beyond, they face new questions about how to safely deploy and oversee these technologies. What safeguards, testing, and monitoring are needed as AI systems become more capable and autonomous? How should banks manage risks associated with third-party providers and rapidly evolving models? And how should regulatory expectations adapt as AI becomes more deeply embedded in financial services? This session enables leaders in AI and financial services to discuss the practical challenges of deploying AI responsibly, where existing regulatory frameworks provide sufficient guidance, and where new approaches may be needed. About FinRegLab: FinRegLab is an independent, nonprofit innovation center that conducts research and experiments with new technologies and data to advance responsible innovation in financial services. It facilitates dialogue across the financial ecosystem to inform public policy and market practices. About Flourish Ventures: Flourish Ventures is an $850M global early-stage venture firm that backs entrepreneurs transforming financial systems for the better. We believe the most valuable fintech companies solve foundational challenges— expanding access, improving products, lowering costs—allowing people and businesses to thrive. Flourish’s global portfolio spans over 100 companies across the U.S. and emerging markets. Our evergreen structure lets us back long-term trends with conviction, unconstrained by traditional fund timelines.