Method to build rich input validation rules to address values not previously validated by type based rules or regular expressions available in current validation engines. These new validation rules have a rich set of ordered validation rule primitives (VRPs) with acceptance VRP or rejection VRP, thus the new validation rules have capabilities to handle complex data values. Also disclosed is method to build a validation rule applied to data elements defined using a Perl regular expression.