A service in Informatica Intelligent Cloud Services that uses machine learning algorithms to automatically identify the types of information in an input file. Intelligent Structure Discovery creates an intelligent structure, a model of the pattern and types of fields of data discovered in the file. The model includes both simple elements and complex elements, depending on the organization of data in the file.