Internal IT environments
IT operates as a shared service to business units — but asset counts are contested, chargeback allocations feel arbitrary, and planning cycles stall because reconciliation never fully closes. Different teams maintain different spreadsheets with different numbers. The CMDB says one thing, billing says another, and discovery says something else entirely. The data exists, but nobody can point to one trusted source and say "this is the number."

