Three Departments, Three Ledgers, Zero Agreement: The Data Conflict Undermining Your Operational Cost Intelligence
Finance, facilities, and IT each maintain separate measurement frameworks that produce irreconcilable accounts of how energy and communications dollars are actually spent. The result is not merely an accounting inconvenience—it is a structural blind spot that prevents accurate cost attribution and informed capital planning. Understanding why these datasets diverge is the first step toward building a unified operational cost model.