It is well‐established that experience with a disaster can heighten risk perception, initiate policy learning, and ultimately enhance preparedness and mitigation. This experience can make stakeholders more amenable to mitigating risk, but disasters are sporadic, dangerous, and costly. At the same time, the importance of differences in epistemic communities that manage public agencies and departments has received little attention in the context of policy learning, preparedness, and mitigation. This study investigates whether it is possible for simulated disasters, such as tabletop exercises, to influence risk perception and encourage learning in a way that is consistent with the effects of experiencing an actual disaster. To test this idea, we analyze survey data collected from an Environmental Protection Agency workshop of drinking water officials and public health stakeholders from southeast Michigan and northwest Ohio, including Detroit, Flint, and Toledo. A pre and posttest survey captured participants' beliefs before and after a tabletop exercise designed to simulate a large‐scale drinking water disaster. Results suggest that epistemic communities matter in these exercises but professional experience is less important than what previous studies have shown about experience with a policy problem and policy learning.