Enterprise AI is scaling fast, but value realization is not. This article examines why many organizations remain stuck between pilots and profit, and what leaders can learn from Walmart, JPMorgan Chase, Schneider Electric, and Netflix about embedding AI into workflows that drive measurable business outcomes.