Agree with @Cardiff - no need for heels (like I said before, we aren't *that* dressy of a nation) but you could probably get away with something with a sole similar to what @rachy describes (so long as it's tonal & blends in, i.e. not white rubber) & in a dressier fabric.
Do you have some examples of what type of shoes you're considering?