One embodiment provides a method for recommending a structured field for a form from unstructured text data, the method including: utilizing at least one processor to execute computer code that performs the steps of: obtaining text data from at least one unstructured field, wherein the at least one unstructured field is contained within a completed form generated from a template form; identifying at least one topic associated with the text data; generating a model, wherein the model analyzes use of the least one topic as a structured field; determining, using the model, whether the accuracy of the template form has increased based upon use of the at least one topic as a structured field; and recommending, based upon the determining, at least one modification for a structured field for the template form, wherein the at least one structured field is associated with the at least topic.