I believe you can request an upgrade online up to 24 hours prior to departure, so keep trying each day - you never know.

If you have QP access (sounds like you don't based on your post) then you can request an on departure upgrade (ODU) from the QP service desk after you have checked in for your flight. Generally if there are any spare seats in business class then they will grant ODU's on a first come first served basis.