Why Your AI Costs Never Add Up

AI teams can track how many tokens their models use. At the same time, finance teams look at the total cloud bill for the whole company. These two sets of data never seem to match.

A single customer ticket might trigger several model calls and extra background tasks. The business sees one solved case. The server logs show a messy pile of memory use and computing time.

Without a way to link these two worlds, you cannot know what an AI feature really costs. You are flying blind until you can connect your product actions to your infrastructure spend.