Over the past decade the work of the Collaborative Agent Design (CAD) Study Center has highlighted complex problems and computer-based decision-support systems that are designed to assist, not exchange, human decision makers. Our experience has confirmed that the relative level of complexity of a problem is primarily a function of the number and strengths of the inter and intra relationships that exist among internal and external components of the problem, and the degree of uncertainty that surrounds the definition of these components.