This paper offers a thorough overview of artificial intelligence methods and their significance in agriculture. According to the Food and Agriculture Organization (FAO) of the United Nations, there will be an additional 2 billion people on the planet by 2050, but only 4% more land will be used for agriculture. Utilize the most recent technological advancements to improve farming efficiency in such situations. A direct application of AI or machine intelligence in the farming industry could be the pinnacle of a change in the way farming is done today. We can create intelligent agricultural methods using artificial intelligence to reduce farmer losses and demonstrate their excellent yield. AI-powered farming solutions allow farmers to achieve more with less, improving quality and guaranteeing a rapid (GTM) go-to-market strategy for crops. The current chapter presents a perspective of how AI can power several agricultural sectors. It also looks into the issues that agriculture may face in the future.