How do we make decisions?

Organizations value reason and predictability. Quality control in production processes guarantees that, on average, products will come out better and clients will be more satisfied. Incentive systems reward desired attitudes and punish those that are to be avoided. However, in decision-making none of this happens. What is it that conditions the quality of the decision-making processes?