The article discusses how decision analysts have not focused much on problem formulation and subjective judgment in dealing with complex decision problems. It introduces a new model called the 'policy dialogue' model that combines decision analysis with decision aids and support technology. The model is illustrated using strategic problems from the insurance industry. The paper suggests ways to effectively apply and implement decision analysis in practice.