My vendor did not charge me taxes on rental equipment for 3 months, am i still responsible ?

So my company has a contract with a vendor for rental of some heavy machinery. They forgot to charge me taxes on them since February. Should I go back and back pay the taxes or when they come to audit the company will I be responsible and be penalize even though the mistake was not from my side ?