Police protect people, by and large. Corporations don't benefit much from services of the state. Fire services would be a better example but they are often funded out of local rates rather than national corporation tax.
As a Brit I wish my country would give up on these boring and routine "outrage" stories. Amazon pays corporation tax in America because it's an American company. End of story. If my fellow Brits want a world beating firm like Amazon that brings profits back to the UK locally, they need to get cracking and make one.