Planting date is the single management factor with the largest impact on soybean yield. Previous research has shown the benefits from planting soybean as early as in March to increase yields under irrigated conditions in the U.S. Midsouth. However, the optimum planting dates that provide highest yields and economic returns for soybean grown in KY have not been quantified yet. Early planting date recommendations for KY producers need to increase net economic returns while taking into account the frequency of freeze, as well as expected yield reductions due to water stress. To accomplish this, early planting date recommendations must be tailored for each producer and field, considering specific environmental conditions, soil type, and access to irrigation. With this project we will utilize past research and crop modeling to develop a decision tool with economic analysis that will provide KY farmers tailored planting management recommendations.