saml – SSO initiated by SP

I have trouble understanding how to configure SSO initiated by SP using Centrify as a PDI. I already have an application setup using SAML, but I'm trying to not be connected to the IDP (Centrify portal), to click on the link from the desktop and to log me in automatically to the application. Almost like ADFS in a sense.