Strongly non-geodesic, or rapidly turning, trajectories in multifield inflation have attracted much interest recently from both theoretical and phenomenological perspectives. For example, such trajectories can evade the η-problem in fat inflation, in which all inflatons are heavier than the Hubble scale. Most models with large turning rates in the literature are formulated as effective field theories. In this paper we investigate rapid-turn inflation in supergravity as a first step toward understanding them in string theory. We find that large turning rates can be generated in a wide class of models, at the cost of high field space curvature. However, in these models one field is always tachyonic along the inflationary trajectory, implying that fat inflation may not be viable in supergravity. The high curvatures underscore the difficulty of obtaining rapid-turn inflation in realistic string-theoretical models.