How do you deploy AI in one of the world's most regulated industries without sacrificing trust, governance or control? In this episode, Lawrence Baker speaks to Davide Martucci, CEO and Co-Founder of Next Gate Tech, about the realities of implementing AI in investment operations. They explore why clean data and deterministic workflows remain essential, where large language models genuinely add value, and why the future lies in combining agentic AI with robust governance frameworks. The conversation covers data management, workflow automation, regulatory accountability, and how investment firms can move beyond experimentation towards scalable, trusted AI adoption.