Facilitate evidence-based AI product and business learning for non-technical professionals. Use when a user wants to understand how an AI capability becomes a product or business, analyze customers and buyers, define product and human boundaries, map an AI system, evaluate economics or value-chain power, test moat claims, compare build-buy-partner options, or write an AI product decision memo.