The informational and digital era of Big Data presents a non-trivial and unprecedented way in history for data and information management in organizations. Thus, to manage, protect, and ensure the validation of this data, it is imperative to develop new technologies for project management and their respective implementation in organizations. This chapter shows a case study in a pharmaceutical industry with the proposition of a methodology for validation of emerging technologies in the computerized systems. Data validation and security for project management in the organization is increasingly in demand. So, this implies that time and human resources in organizations are not infinite. It is necessary to prioritize the activities and resources dedicated to maintaining the validated state of the system. Authors propose a risk analysis to help companies with validation. They also present a proposed methodology for risk analysis from the point of view of the validation of computerized systems in a Warehouse Management module in a validated SAP ERP.