A system and method is disclosed for managing information technology resources to provide processing capacity (103) to multiple customers (101) with varying requirements (224) in a shared computing environment. The inventive process comprises producing and maintaining a capacity plan that allocates capacity resources ( 103), handling requests for additional capacity resources (212), and analyzing requests for additional capacity resources to identify issues that should be resolved in future allocations (212).