Systems and techniques are provided that allow for comparison of an automatically-generated form to an original form to identify discrepancies efficiently. Portions of the form, such as those expected to contain dynamic data, may be masked, allowing for more efficient and accurate comparison with a predicted form and an actual output form. Further, testing of the form may be automated, allowing for more accurate and efficient generation of each form considered.