A supplier admin user can view and download all invoices;

Navigate to Settings > Account > Account invoices

From this page, you can download copies of these invoices as .pdf files. 

This may be useful if you have an Accounting department, or if you prefer to print out copies of invoices to maintain physical records of your company's various costs.