This is driving the whole team crazy. There must be some simple mis-configured part of IIS or our Web Server, but every time we try to run out ASP.NET Web Application on IIS
Make sure all of your IIS features are properly enabled.
Scroll down to Internet Information Services
Open the World Wide Web plus box drop down