When I type a single word in the address textbox, I always intend to search. Every one I know in my organisation does the same. So how to stop IE from asking if we'd like to open a site? See the attached screenshot.
Does your place allow Firefox? If so, I would use that. Should be on the secured list of browser sites to use if your work is one of those kind of places.