Why AI Needs a Backbone: The Role of Data Models & Knowledge Graphs

Why AI Needs a Backbone: The Role of Data Models & Knowledge Graphs

Everyone’s talking about what AI can do — but few talk about what AI systems need to actually work. In this episode of AI Bites & Beyond, host Ethan is joined by Data & AI legends Heidi Sailor and John Boni to explain why AI systems depend on solid data models and knowledge graphs. They break down how these two essential building blocks structure and connect information, why you need both, and what can go wrong if you skip them. Plus, they reflect on whether AI can help create data models and knowledge graphs — and where human expertise is still key. If you want your AI systems to stand tall, they need a backbone. Tune in to find out why. You’ll learn: * What data models and knowledge graphs are — and why both matter * What goes wrong when AI systems lack structure and meaning * How AI can assist in building data models, but can’t do it alone * Why human oversight is essential for reliable AI * How knowledge graphs can leverage value from both structured data and unstructured data

AI Is Coming For Your Job: Will You Survive the Workforce Revolution?

Are you ready for the AI revolution in the workplace? In this explosive episode of AI Bites & Beyond, we dive into the heated debate: Will AI replace your job or just make you more efficient? Klarna’s bold move to cut staff using AI and Meta’s strategy to upskill engineers are setting the stage for the future of work. Join Ethan Banks, Heidi Sailor, and John Boni as they go head-to-head on whether AI will create more jobs or wipe them out. Plus, get insider insights straight from the CEOs themselves! Don’t miss this unfiltered discussion — your career might just depend on it!

Why 83% of AI Projects Fail: The Secrets to Scaling AI Successfully!

Are you tired of your AI projects stalling after a successful pilot? You’re not alone! In this episode of AI Bites & Beyond, Ethan Banks, Heidi Sailor, John Boni, and special guest Sandy Pillar dive into the real reasons why 83% of AI projects fail to scale. Discover how top companies bridge the gap between pilot success and real-world adoption. We’ll reveal practical strategies to align AI with business goals, tackle messy data, and win over skeptical teams. Plus, we’ll share hilarious real-world stories and hard-hitting truths that every business leader needs to hear. Tune in to learn why scaling AI is more about people than technology — and how you can get it right from day one!

Deliver Business Impact with AI Tomorrow

Ready to make AI deliver real business impact… tomorrow? In this episode of AI Bites & Beyond, Ethan Banks, Heidi Sailor, John Boni, explore quick wins that actually work, real-world success stories, and the proven strategies. If you’re tired of hearing about AI potential and want to see results now, this episode is for you! Tune in and get your AI initiatives moving — fast!