Hi Tiaan,
The installer resets IIS. This means that the next time a request for the SSRS webservices is made it has to be recompiled. This causes the configuration manger to fail.
I suggest that you browse to the SSRS site before running the configuration manager in order to 'warm up' the web services.
HTH
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