For successful implementation of Activity Based Costing (ABC) information systems, like any other Accounting Information System (AIS), there are several key points to be considered. Several researchers have studied factors influencing success in various stages of Activity Based Costing Information Systems (ABCIS) development. However, a gap in the literature concerns a lack of research for the development of a taxonomy of heuristic principles for better implementation and successful utilization of ABCISs. This paper offers a detailed analysis of ABCISs by: (i) reviewing literature studies in order to build a more exhaustive list of success factors of ABCIS. Twenty primary and twenty-two secondary success factors are identified; and (ii) running four rounds of grounded action research through interviews in a case study of a bank. Twenty-seven heuristics for the successful implementation of ABCIS are derived. Finally, the paper demonstrates the extent to which each heuristic may address each main success factor. Implications of the results for researchers and practitioners are subsequently proposed.