At the end of each month, AI service companies face a glaring structural gap between customer invoices and vendor bills that rarely meet at the account level. While finance can see total revenue and overall costs, they often remain blind to per-customer profitability. Modern AI billing infrastructure must bridge this gap, transforming margin from a monthly estimate into a precisely measured output.