We're talking corporate intranets though, so a PC (or occasionally mac) will be the norm because that's required for productivity apps. Most things simple enough to be a touch screen app would fit into the category of also being simple enough for a web app. As I said, web apps are a good choice for simple and/or rarely used apps.
Irrelevant side story: For my second ever paid programming job (which only lasted a few weeks for other reasons) I was handed a fairly complex windows mobile app to learn. The app loaded every table in the windows CE database into memory when it started, which took about 15 seconds. Within a couple of days I'd modified this to load on demand instead, cutting start times to zero and impressing the boss.