Exploring and locating a potential source of underground good quality water, without a technology driven approach, is a challenging task. Conventional methods rely on expensive, time consuming, pseudoscientific 'water dowsing' resulting in 72 % chances ending up drilling a dry well and wastage of financial resources. Greenfield Eco Solutions provides precision-driven, UAV and satellite-based, AI-enabled hydrological analyses for exploration, prospecting, targeting and managing groundwater resources with limited ground truth. We have achieved 90 % accuracy in alluvial and 75 % in hard-rock terrains for precise targeting of potable groundwater resources. Our technology is scalable and affordable for small and marginal farmers also.Currently we are operating in the States of Rajasthan, Madhya Pradesh and Chhattisgarh and intend to launch pan-India operations shortly.