Bringing a dog to work is not unheard of and will mostly depend on your boss and colleagues. As a rule of thumb, it seems more common in small companies than in larger ones. Of course, bringing a dog everyday would probably test the patience of everyone concerned, probably even the dog, but if it’s necessary, it doesn’t hurt to ask.