[taxes and locations] Shopify store with multiple companies

[Lee66]

Hey there, I am brand new to Shopify and trying to solve the following.

Is it possible to have a Shopify store with different companies? Is there a way to manage that?

I have a company in Europe with a tax ID and a subsidiary company in the US with its own tax ID. Both companies have its own warehouses. When I go to set up locations I set a Tax ID for our location in the US but using the Tax ID of our US subsidiary company. However, I am setting up Tax ID of different companies. 

Thank you in advance and best regards

L