This article outlines a strategic plan for the Indian government to harness AI to improve agricultural productivity and sustainability. It details the establishment of AI Research and Innovation Centers in collaboration with agricultural universities and international institutes to focus on precision farming, pest control, and climate resilience. The plan emphasizes acquiring accurate data through local and remote technologies, promoting outcome-oriented research through agile practices, and fostering innovation by supporting startups in the agriculture sector.