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language and manner that farmers can understand. through a mobile app, farmers receive precise guidance on when to water the crops, spray pesticides or tackle pests. nitin patil has been using the service daily on his vineyard to address a problem common to many indian farms. this vineyard where we are now, it has no ground water sources and we are growing these vines with the water that we purchase from outside tankers. so water is very precious for us. with the help of this ai data, we are now able to get to know when the vines really need the water and we can just irrigate them only at the crucial stage. and that's helping us to save around 50% of the water that we used to give before. informed decision—making is only one part of the solution to improve productivity,