Welcome to the show. Today we are going to talk about artificial intelligence in a way that most conversations do not. This is not an episode about futuristic speculation, hype cycles, or tools you should rush to buy. This is an episode about AI advisory. What it really means. Why most organizations misunderstand it. And how leaders should actually think about artificial intelligence if they want durable advantage rather than expensive experiments.