India, Feb. 24 -- Punjab once led India's Green Revolution. Today, agriculture stands at another turning point. This time, the driver is not more water, fertiliser and new seed varieties, but better decisions powered by data, precision tools, and artificial intelligence (AI).

Farmers across Punjab are facing a familiar set of pressures: Unpredictable weather, rising input costs, and growing stress on soil and groundwater. The wheat-paddy system is already strained by depletion, soil fatigue, peak-season labour shortages and tight margins. In this reality, small efficiency gains matter, and timely, reliable advice can mean the difference between profit and loss.

AI is proving to be a powerful force capable of improving productivity while...