Your AI bill grew 4x and nobody can tell you which step did it

A team I talked to last month had a 4x jump in inference spend over one quarter. Not a crisis — they had shipped an agent, usage grew, revenue grew. The problem was smaller and more annoying: when finance asked which part of the product had gotten more expensive, nobody could answer. Three engineer…