Once you apply for and receive an Employee Identification Number (EIN), that number is permanently associated with your business, whether you are still filing tax returns or if you’ve dissolved that business — in short, you can’t “cancel” your EIN. Exempt organizations can, however, close their business account with the IRS by sending them a letter requesting account closure.