Is it possible to change or hide "Place of Supply" from invoice templates?

The “Place of Supply” will be fetched from the customer’s billing state.

It is not possible to change the Place of Supply manually if you would like to change the Place of Supply, please check with the billing state of the customer.
It is not possible to hide the Place of Supply field from the inbuild invoice templates available in Swipe.

To understand the Place of Supply in more detail, please refer to the below article.