An improvement in a computer-implemented rule processing method that provides conflict or selection advice to help guide a user achieve satisfiability of a business or engineering rule represented by a zero-suppressed binary decision diagram (ZDD) rule model. The improvement comprises obtaining at least one Exclude ZDD rule component from the ZDD rule model, identifying covers within the Exclude ZDD rule component, removing covers identified in the identifying step thereby to produce abridged Exclude ZDD rule component, determining satisfiability of the rule model utilizing the abridged Exclude ZDD component, and utilizing results of the determining step during automated decision support to help guide the user to attain satisfiability of the rule. An apparatus that implements the aforementioned method is also disclosed.