That is so funny.... a few years ago my husband and I planned out our own bike tour and did it self supported - almost that route to a tee... The only real difference is that we went directly out of Sevilla to Palma del Rio. (and we went on in a big loop back to Sevilla from Cordoba too)
I hope you get enough people to go its a great trip.