Abstract-This paper describes tracking experiments we ran in medical settings in order to study the utility of RTLS systems in modeling hospitals workflows in real time. It reports some lessons we learned regarding the density of the tracking landmark deployment as well as the power and mounting of the tracking tags and their effect on the tracking accuracy. It then discusses how we deduced the clinical activities along the workflow from the RTLS tracking data.