A system and method is disclosed for managing information technology resources to provide processing capacity to multiple customers with varying requirements in a shared computing environment. The inventive process comprises producing and maintaining a capacity plan that allocates capacity resources, handling requests for additional capacity resources, and analyzing requests for additional capacity resources to identify issues that should be resolved in future allocations.