Saving login credentials

When logging in from the desktop app to an online computer, I have to enter username and password for that computer. There is a checkbox offering to save credentials but if I check it, I still have to provide username and password the next time I log in. For accounts with long , complex passwords this is a PITA. What do I need to do to get the credentials saved?