The study underscores that AI can significantly benefit agricultural systems by reducing vulnerability to drought, protecting farmer livelihoods, and enhancing water governance. However, risks include potential model failures, climate unpredictability, and digital exclusion, which could limit the technology's accessibility and effectiveness. For India, where agriculture is a critical sector, these challenges must be addressed to ensure equitable and effective implementation of AI-driven solutions.