This study was initiated as a result of the researcher’s concerns regarding computing infrastructure at the Department of statistic South Africa (Stats-SA). The concerns arise from issues observed on the physical infrastructure platform currently deployed within the organisation. It is therefore proposed to investigate the attitude and perceptions of users working in Stats-SA on cloud computing and their willingness to migrate from physical infrastructure to cloud. The issue of user behavior during the transition from traditional IT services to cloud services has been addressed in a lot of studies, but the perceptions of employees at Stats-SA have never been investigated. The study expounds on the technology acceptance model by incorporating factors such as availability, accessibility, security and reliability by investigating the perception of end-users. The investigation took the mixed research approach. A questionnaire was developed using three technology acceptance instruments: perceived ease of use, usefulness and attitude to measure the end-user’s intention to move to the cloud.