Office 365 - Global Address List for internal contacts?

So I get that you can add external contacts into a Global Address List, but how do you do this for internal contacts? When my users are accessing their Office 365 accounts via Outlook, there is no centralized address book for the internal contacts. I need to set this up so that I can have everyone using the proper internal contacts and groups.

Thanks!