In my opinion during these phases mostly we face problems during the user profile integration with AD and search. This become very expensive and time consuming in some big deployments and implementations.
Branding your SharePoint site…that too if you are pure developer and no designer is available.
Custom development. Ie when you decide SharePoint doesn’t quite cut it so need to crank your own solution.