How can I make shipping costs VAT-exempt in Belgium?

How can we set the VAT to 0% for shipping costs when a client does enter his VAT number during the check-out process ? This is a Belgian requirement. We are using an APP to remove VAT for products when a client entered his VAT number however shipping costs are still not VAT-exempted by shopify.