Given the nature of the project management available data, some classical six sigma tools have been tested and also adapted during the implementation of the DMAIC cycle-based proposal, including the integration of non- parametric tools on the classical statistical six sigma analyses and that new tools like text mining can be useful to support factual data treatment.