I've installed Open-AudIT and quickly discovered PCs on the network. However, the tool did not discover switch, wireless access points or mobile devices. Is that something this tool is supposed to discover or do I need to install another module?
The ability to detect devices on your network depends on a few factors.
The wiki page on how discovery works has more details.