A single agent action fans out. Multiple model calls, tool invocations, RAG lookups. Each has different cost curves. Specialized tooling like Paid abstracts usage into workflow-level metrics. You get actual margin tracking instead of spreadsheet estimates. Financially essential, photographically boring.