Methods and apparatus are provided for improving the planning process for an activity such as a medical procedure. A what-if report is provided that includes predicted eventualities resulting from an initial change in a value of a parameter, as well as proposed alternative values of parameters, in which proposed values are adapted for the initial change in the value of the parameter.