In September 2022, an outbreak of Sudan virus (SUDV) was confirmed in Uganda. Following the first case report, we developed an individual based modelling platform (IBM-SUDV) to estimate the burden of cases and deaths, as well as the duration of the unfolding SUDV outbreak, using different scenarios. Modelled projections were within the range of cases and deaths ultimately observed.