Path Exists fails to detect a network file

I need to verify existance for a given file on another server. Since it is located on a Lan share, the Path Exists activity might randomly returns false when I do actually verify that the file exist in the provided path. I’ve read that for network files some recommend to use a retry scope activity. Is this correct?