This is crucial to the industry of agriculture that accurate performance projections are made during the growing season. The expected yields can be easily attained through the use of fertilizer on a consistent basis (using fertilizer in a smart way), as well as through the decrease of crop pests. This study's objective is to improve agricultural productivity by providing farmers with the technological tools necessary to do their jobs better. The discussion will focus on four crucial aspects that influence performance. The level of nitrogen in the soil should be evaluated so that a suitable amount of urea may be recommended. The process of forecasting future yield based on historical data collected from a particular area. A disease and four different kinds of agricultural pests were identified. The color of the leaf color indicator is used to calculate the quantity of nitrogen present in the plant. For the purpose of this screening, two grant parameters are considered. To measure this parameter, the colors palette API is used to confirm the color, and the decision tree method is used to confirm the age of the tree. This parameter is determined by the color of the leaves and the age of the tree. A pattern can be obtained that is more accurate than what can be seen with the naked eye, and this is something that is conceivable.