Tony Seale, founder of The Knowledge Graph Guys, shares a wealth of insights from his decade-long experience in semantic data. He discusses the vital necessity for enterprises to ready their data for powerful emerging AI technologies. The conversation highlights the harmonious relationship between generative LLMs and structured knowledge graphs in the 'neuro-symbolic loop.' Seale warns of opportunists in the field and stresses the importance of understanding an organization’s unique data. Ultimately, he emphasizes that AI-ready data must be both connected and semantically rich.