Followed a lot of rabbit holes down until I found these:
which lead to:
Main take away was that I needed to addpush "route [Local LAN subnet] 255.255.255.0"
to the advanced configuration on the server setup.
Still reading a bit more to understand how this worked, but I'm able to ping my local machine as well as remote into it.