This paper illustrates how to incorporate Six Sigma in budget estimation for Oil and Gas field. The model is applying various Six Sigma tools and incorporate with other known models in supply chain such as Newsvendor model , Bayesian inference, and Monte Carlo Simulation. The paper first discusses the model structure then presents a case study in which we apply the model.