For years, the insurance industry has invested heavily in artificial intelligence (AI). Underwriters gained predictive models, claims teams deployed automation, contact centers introduced conversational AI, and fraud teams expanded analytics capabilities. Despite the investment, many insurers remain stuck in a familiar position: AI pilots are growing, but operational transformation is lagging.