Abstract: Systems and methods are disclosed for testing decision table-based rules. In an embodiment, a memory device may store instructions that cause a processor to perform a method comprising receiving one or more constraints for a set of data attributes, generating a structured data set of the data attributes having values based on the one or more constraints, and providing the structured data set to a decision table-based rule set.