While the results can be dramatic, the research is still fledgling, and it is not always clear where graphs will add value. An enterprise interested in effective utilization of graph methods should carefully consider the uncertainty and potential limitations. But if appropriate care is used, and competencies are gradually built up, graphs have the potential to create value at every level of sophistication.