Hi Erik,
Where are the applications hosted? ArcGIS Online or on your own web servers?
It sounds like the network location that your VPN provides access to does not have access to
1) the web server that hosts the web apps(the app would fail to load all together)
or
2) the ArcGIS Server(the app would load, but services would not display)