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.

You've heard of UX. You've heard of developer experience. Now meet AX — Agent Experience — and it's about to reshape how enterprises think about their entire tech stack. Lee Harper talks with Vihan Patel of Australia's Mantel Group about what happens when AI agents start bumping up against APIs that were never designed for them, why e-commerce is ground zero for the agentic shift, and the uncomfortable truth that enabling Cursor for your whole dev team doesn't automatically make you faster. They also tackle the governance nightmare of scaling from two agents to twenty, and whether we're heading toward a world where we get paid for decisions, not deliverables.

Most data programs don't fail because of bad technology, they fail because nobody wants to talk about the hard stuff. John Ladley has spent decades proving that behavior change is what separates the programs that stick from the ones that quietly die. In this episode, he's not holding back. From walking away from clients who weren't serious to telling a CIO to admit he didn't know what he was doing, John shares the unfiltered lessons that most consultants won't say out loud. If you work in data and you're tired of watching good ideas go nowhere, this one's for you.