It wont really lose anything. UK can now start new "tax haven" initiatives (discouraged under EU) and companies will flock there better than before...
London didn't get its "preeminent spot in the world of finance" by entering the EU/EEC etc or because of it. It earned that spot by itself 100+ years before...
Not to mention EU is barely doing well itself...