AI - Beyond the Hype

AI - Beyond the Hype is a podcast about what it actually takes to make AI work — and what it actually means when it doesn't. Hosted by Sarah, a data engineering leader, and James, an enterprise technology leader, the show pairs the mechanics underneath AI systems with the executive consequences on top of them. Sarah opens the hood. James asks what it costs, what it risks, and who owns it. Neither of them is selling anything. Each season takes a different angle on the same question. Season one was written for senior executives, technology leaders, and data professionals: a nine-episode arc on the foundations behind successful AI adoption — data quality and observability, modelling, security, privacy, architecture, and operating models. The recurring finding was uncomfortable. Almost every AI failure the hosts examined wasn't an AI failure at all. The system worked exactly as designed. The conditions around it didn't.