NetworkManager does not save wifi passwords

I'm trying to use D-bus method AddAndActivate connection on interface org.freedesktop.NetworkManager to create a wifi connection. I definitely pass a PreSharedKey field with the password, but NetworkManager ignores this field, fails on connection activation and asks for a password when I try to use nmcli c up . Any ideas how to force it to save the password?