Presented here are a series of maps produced by local health department officers after two days of training in the use of free, open source GIS software (openjump) for health mapping. The results of this training illustrates how GIS and spatial visualisation skills need not be expensive or difficult. There was a clear understanding from the participants of the utility of health mapping for informing service delivery.