Both supply and demand function seems sufficient to household modeling while modeling it as a firm requires a more interesting topic, nonseparable modeling to account for consumption in the production process. Moreover, incorporating financial issues also increase both dimension and complexity of farm firm decision modeling. With the objective of developing an adaptive decision-making model that serves as investment advisory especially to financially constrained households, by utilizing the recent approach, Machine learning, and /or Exploratory modeling for both crop yield and financial risk decision. The assumption considered is that farmer's income depends both on the crop yield and market scenarios