An in-depth study of the business-IT interface produced numerous reasons why Information Technology (IT) solutions often do not meet the expectations of the business client. Major contributors towards the expectation gap are: Insufficient analysis of the business problem, bad user requirement specifications and documentation, ineffective communication and interpersonal relationship problems. All of these are the responsibility of the business- and/or systems analyst, who acts as a bridge between the IT function and the rest of the business. There is confusion about the title, role and required knowledge and skills of analysts. A formal ‘Body of Knowledge’ (BOK) can address the confusion in the ICT industry and guide higher education institutions to effectively prepare such employees for the industry. This article discusses the results of the initial phase of a joint research project by the Tshwane University of Technology and the Special Interest Group for Analysis in South Africa towards creating such an Analysis Body of Knowledge (ABOK). In this phase the need for a BOK was determined and the world of analysis in South Africa investigated to draw up a preliminary analysis profile. The plans for follow-up research to develop a comprehensive ABOK are also discussed.