Julia Bardmesser, CEO of Data4Real and former Chief Data Officer at Voya Financial, brings 25+ years of financial services experience to a conversation about what's actually standing between companies and real AI value. She and Sid dig into why AI layered on top of broken data and workflows delivers little ROI, why the unsexy work of semantic clarity and data management at scale is now more critical than ever, and why the human roles of the future might look less like engineers and more like librarians, lawyers, and judges.