The process of changing the model parameters until the production profiles match the historical production observations is known as History Matching. This is a highly time-consuming process, usually performed manually by reservoir engineers. A realistic parameterization of the geology, combined with automated model updates, plays a very important role for a reliable match of the past and realistic production forecast.