AI won't pay off without a redesign of your product operating model
Roman Pichler argues that bolt-on AI tools and task automation deliver limited value: teams must redesign their product operating model end-to-end to be AI-native. He maps where adoption is today (discovery, tasks, tools) and why structural redesign, not tooling, decides whether AI actually accelerates innovation.