Most companies are failing to see meaningful returns from AI because they are using it mainly to speed up existing workflows rather than rethink what products, services, or business models are worth building in the first place. While AI delivers clear productivity gains — especially for less experienced workers — the real long-term value comes from using it to ask better strategic questions, challenge assumptions, and reshape offerings, markets, and customer relationships instead of simply accelerating old processes.