Can I apply for a Neat account even if my company does not have a bank account?

Yes, you can. You do not need to have any existing Hong Kong bank account to apply for Neat services.

Moreover, after you have setup your Neat account, you do not need a bank account in order to operate your business. 

There are some differences between a bank account and a Neat account, you can find them here.