Is there a way in Windows 10 to add a password for a wireless network without having the wireless network available?

I need to setup a laptop for a colleague and know the wireless details for the office he's in but I don't have that wireless network where I am.

I would like to tell windows what the SSID and password is without having to drive over to the other office just to input the password.

Is this possible? Are the passwords stored in the registry somewhere?