Soil degradation, lack of assured irrigation, overuse/misuse fertilizer and pesticides, availability of capital for farmers, inadequate demand prediction, unorganized and low-tech practices are some of the current challenges prevalent in the agricultural sector which can greatly benefit from Artificial intelligence -driven intelligent solutions that enable smarter production, processing, storage, distribution and consumptions of farm products. Timely and site-specific data about crops facilitates the application of appropriate inputs on chemicals and fertilizers, crop health and disease, spreads, monitoring health of farm animals, and intelligent farm mechanization through autonomous machines. Artificial intelligence comes as a great boon to the agricultural sector which is slowly but surely making its presence in agricultural sector. Artificial intelligence-based technologies applications in agriculture are used by various companies. This article has been prepared to make it as informative as possible with some details of companies involved in application of Artificial intelligence-driven techniques and tools employed in agriculture sector.