Analog planet has posted a short summary of The REAL Cost for a Custom IC and describes the team typically needed to produce a custom IC. NRE costs can range from $350,000 to $2,000,000 which is a significant investment. Of course you can go the DIY garage approach and design a chip on the cheap for $3000 for a hobby project.