AI — especially generative AI (genAI) — has a material impact on the environment, consuming huge amounts of energy and water. Yet both predictive and generative AI have the potential to unleash green innovation. Technology and business executives should embrace green AI to reduce the environmental impact of their AI initiatives, measure how AI can help them achieve their profitability and sustainability goals, and scale AI for green initiatives.