by Bob B.
If anyone else encounters this problem, check your FastCGI settings activityTimeout . Ours was set at 70 secs. Bumping that up to 600 secs solved the problem.
This can be set (IIS7 and above) from the IIS Manager under the server/IIS/FastCGI Settings/Edit.
Bob