AI has changed how companies consume compute, and as a result AI bills are growing faster than anyone can explain it. Teams build agents, experiment with new APIs, or train models that quietly rack up five-figure costs overnight. That’s why AI cost allocation has become a core FinOps priority. When each team can see what they spend and why, they make smarter decisions about what to build, which model to use, and how to design for efficiency from the start.