Invoice was reversed but I opted to reprocess it to check if the system is indeed showing an incorrect tax code. It seems that the error is on the tax code set-up from One Source as we are only entering a ZV tax code per GIT alignment process on all PO line items.
Now as a resolution, we will raise a ticket to our technical team so as to correct the tax code set up in One Source.