A method and apparatus for promoting taxpayer compliance. A computer-implemented
data mining system mines taxpayer data to identify taxpayer profiles for taxpayer
compliance issues. A computer-implemented decision management system assigns the
identified taxpayer profiles into groups based on characteristics of the taxpayer
profiles. A computer-implemented case management system implements different treatments
to different groups, to improve taxpayer compliance.