Proprietary data turns LLMs from competitive threat into compounding tailwind
Companies with unique, high-quality domain data (Amazon's shopping behavior, Palantir's enterprise operations, Duolingo's 1B learning exercises) gain exponential advantage as AI models improve — each model generation extracts more value from the same data, creating a self-reinforcing moat that competitors without data cannot replicate.