In fact, that's exactly the purpose of the one in our local grocery chain's stores (Schnuck's in St. Louis). It scans the shelves for inventory.
It's not as big as the one shown in the article and I don't see it all day, every day, though I wonder if I've just gotten used to seeing it and now am blind to it.