There’s no shortage of AI ideas within companies, but how can you tell which of those ideas are actually worth building, and how can you turn them into systems people can trust and use. For organizations working with sensitive data or regulation, there's another question too: how much control are you willing to give up?

In this edition of REAL TALK, Marc Eichner, Founder and AI Strategist at Omniance and 3× LinkedIn Top Voice, joins us to talk about Sovereign AI. Marc has worked with companies from AI strategy through implementation, helping teams sift through ideas in order to land on practical use cases that are actually worth the build, all while keeping data integrity and control front and center.

We'll get practical about what sovereignty really means. When does a standard AI tool make sense, and when doesn't it? How do you choose the right use cases before spending precious time and money building them? And what does it take to move from an AI roadmap to a reliable system people actually use, all while keeping privacy, governance, and the EU AI Act in view?