Starting my own Affiliate program

I would like to start my own affiliate program for services that my company offers. What platforms should I look at? Should I use a service like Share A Sale or build it on my website? What kind of materials should I put together for my affiliates and what is the best way to get affiliate marketers interested in referring my services?