The only real limit is compression. Many public service vehicles locally are switching over to natural gas.
The fuel system needs to be adapted to handle the natural gas though. Looking around, it appears that there are vehicles on the road that can switch at pretty much the push of a button.
It explains the process pretty well. It's really a shame it's so expensive when you really don't need that many parts or modifications.