Pandalet - the cost of an AOC would be around 20K, including the application fee and paying someone like me for the ops manual and other documentation, plus training for pilots, etc. and sundries like printing.
However, it does take some time and it can be restrictive. Under JAR OPs rules you can do a lot before you need one.
The cost of actually running a company, however - now that's quite different!
Phil