The sustainable competitive advantage for enterprises using AI is not static proprietary data, but rather the ability to create a virtuous feedback loop: take commoditized foundation models, fine-tune them with internal knowledge and data, deploy outputs, capture market signals (customer feedback, marketplace validation), and reinforce the model through reinforcement learning in the real world.